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Babu09 commited on 26 days ago

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64ff8f0

verified ·

1 Parent(s): 8ce7f7f

Deploy MEIDNet Studio (part 2)

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Files changed (9) hide show

site/start/what-data.html +311 -405
site/understand/how-it-works.html +388 -491
site/understand/interpretability.html +358 -461
site/understand/limits.html +355 -458
site/use/config.html +312 -406
site/use/explore-3d.html +469 -563
site/use/reports.html +403 -497
site/use/studio.html +557 -651
site/use/your-data.html +312 -406

site/start/what-data.html CHANGED Viewed

@@ -260,65 +260,6 @@
-    <li class="md-tabs__item">
-      <a href="../learn/architectures.html" class="md-tabs__link">
-  Architectures
-      </a>
-    </li>
-      <li class="md-tabs__item">
-        <a href="../use/studio.html" class="md-tabs__link">
-  Build
-        </a>
-      </li>
-      <li class="md-tabs__item">
-        <a href="../explore/datasets.html" class="md-tabs__link">
-  Datasets
-        </a>
-      </li>
       <li class="md-tabs__item">
@@ -326,27 +267,7 @@
-  Benchmarks
-        </a>
-      </li>
-      <li class="md-tabs__item">
-        <a href="../community/contribute.html" class="md-tabs__link">
-  Community
         </a>
       </li>
@@ -364,11 +285,11 @@
       <li class="md-tabs__item md-tabs__item--active">
-        <a href="quickstart.html" class="md-tabs__link">
-  Guides
         </a>
       </li>
@@ -381,38 +302,17 @@
-      <li class="md-tabs__item">
-        <a href="../reference/cli.html" class="md-tabs__link">
-  Reference
-        </a>
-      </li>
-      <li class="md-tabs__item">
-        <a href="../research/paper.html" class="md-tabs__link">
-  About
-        </a>
-      </li>
@@ -573,41 +473,6 @@
-    <li class="md-nav__item">
-      <a href="../learn/recipes.html" class="md-nav__link">
-  <span class="md-ellipsis">
-    Recipes by problem
-  </span>
-      </a>
-    </li>
-          </ul>
-        </nav>
-    </li>
     <li class="md-nav__item">
       <a href="../learn/architectures.html" class="md-nav__link">
@@ -628,58 +493,7 @@
     </li>
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" >
-          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0">
-  <span class="md-ellipsis">
-    Build
-  </span>
-            <span class="md-nav__icon md-icon"></span>
-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_4">
-            <span class="md-nav__icon md-icon"></span>
-    Build
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
@@ -688,14 +502,14 @@
     <li class="md-nav__item">
-      <a href="../use/studio.html" class="md-nav__link">
   <span class="md-ellipsis">
-    MEIDNet Studio
@@ -716,14 +530,14 @@
     <li class="md-nav__item">
-      <a href="../use/explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Explore in 3D
@@ -744,14 +558,14 @@
     <li class="md-nav__item">
-      <a href="../use/reports.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Reading the reports
@@ -765,65 +579,6 @@
-          </ul>
-        </nav>
-    </li>
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" >
-          <label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex="0">
-  <span class="md-ellipsis">
-    Datasets
-  </span>
-            <span class="md-nav__icon md-icon"></span>
-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_5">
-            <span class="md-nav__icon md-icon"></span>
-    Datasets
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
@@ -831,14 +586,14 @@
     <li class="md-nav__item">
-      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Datasets
@@ -859,14 +614,14 @@
     <li class="md-nav__item">
-      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Databases by application
@@ -887,14 +642,14 @@
     <li class="md-nav__item">
-      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Capabilities
@@ -935,17 +690,17 @@
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
   <span class="md-ellipsis">
-    Benchmarks
@@ -956,12 +711,12 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6">
             <span class="md-nav__icon md-icon"></span>
-    Benchmarks
           </label>
@@ -1001,6 +756,34 @@
     <li class="md-nav__item">
       <a href="../benchmarks/perov5.html" class="md-nav__link">
@@ -1163,44 +946,21 @@
-          </ul>
-        </nav>
-    </li>
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
-          <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
   <span class="md-ellipsis">
-    Community
@@ -1208,19 +968,11 @@
-            <span class="md-nav__icon md-icon"></span>
-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_7">
-            <span class="md-nav__icon md-icon"></span>
-    Community
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
@@ -1229,14 +981,14 @@
     <li class="md-nav__item">
-      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Contribute a result
@@ -1257,14 +1009,14 @@
     <li class="md-nav__item">
-      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Community results
@@ -1285,14 +1037,14 @@
     <li class="md-nav__item">
-      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Getting help
@@ -1338,17 +1090,53 @@
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
-          <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="">
   <span class="md-ellipsis">
-    Guides
@@ -1356,19 +1144,11 @@
-            <span class="md-nav__icon md-icon"></span>
-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
-          <label class="md-nav__title" for="__nav_8">
-            <span class="md-nav__icon md-icon"></span>
-    Guides
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
@@ -1562,6 +1342,34 @@
     <li class="md-nav__item">
       <a href="../use/your-data.html" class="md-nav__link">
@@ -1619,14 +1427,14 @@
     <li class="md-nav__item">
-      <a href="../recipes/change-targets.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Change the target properties
@@ -1647,14 +1455,14 @@
     <li class="md-nav__item">
-      <a href="../recipes/add-property.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Add a property
@@ -1675,14 +1483,14 @@
     <li class="md-nav__item">
-      <a href="../recipes/elements.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Exclude or restrict elements
@@ -1702,15 +1510,70 @@
     <li class="md-nav__item">
-      <a href="../recipes/change-family.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Change the material family
@@ -1731,14 +1594,14 @@
     <li class="md-nav__item">
-      <a href="../recipes/add-constraint.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Add a rule (constraint)
@@ -1759,14 +1622,14 @@
     <li class="md-nav__item">
-      <a href="../recipes/screen.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Screen stability with MACE
@@ -1787,14 +1650,14 @@
     <li class="md-nav__item">
-      <a href="../understand/how-it-works.html" class="md-nav__link">
   <span class="md-ellipsis">
-    How MEIDNet works
@@ -1815,14 +1678,14 @@
     <li class="md-nav__item">
-      <a href="../understand/interpretability.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Interpreting a candidate
@@ -1843,14 +1706,14 @@
     <li class="md-nav__item">
-      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Scope and roadmap
@@ -1864,6 +1727,69 @@
@@ -1926,9 +1852,10 @@
     </li>
@@ -1940,17 +1867,20 @@
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
-          <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
@@ -1968,8 +1898,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_9">
             <span class="md-nav__icon md-icon"></span>
@@ -2125,38 +2055,23 @@
     </li>
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_10" >
-          <label class="md-nav__link" for="__nav_10" id="__nav_10_label" tabindex="0">
   <span class="md-ellipsis">
-    About
@@ -2164,35 +2079,34 @@
-            <span class="md-nav__icon md-icon"></span>
-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_10_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_10">
-            <span class="md-nav__icon md-icon"></span>
-    About
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
-      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Paper and citation
@@ -2204,14 +2118,6 @@
     </li>
-          </ul>
-        </nav>
-    </li>
   </ul>
 </nav>
@@ -2441,11 +2347,11 @@ the generation report flags targets outside the training range as extrapolation.
       <script src="../assets/javascripts/bundle.79ae519e.min.js"></script>
-        <script src="https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js"></script>
-        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
-        <script src="https://unpkg.com/tablesort@5.3.0/dist/sorts/tablesort.number.min.js"></script>
         <script src="../assets/tablesort.js"></script>

       <li class="md-tabs__item">
+  Benchmark
         </a>
       </li>
       <li class="md-tabs__item md-tabs__item--active">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../learn/architectures.html" class="md-nav__link">
     </li>
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     <li class="md-nav__item">
+      <a href="../understand/how-it-works.html" class="md-nav__link">
   <span class="md-ellipsis">
+    How MEIDNet works
     <li class="md-nav__item">
+      <a href="../understand/interpretability.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Interpreting a candidate
     <li class="md-nav__item">
+      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Scope and roadmap
     <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
     <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
   <span class="md-ellipsis">
+    Benchmark
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
             <span class="md-nav__icon md-icon"></span>
+    Benchmark
           </label>
+    <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Benchmark compatibility
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../benchmarks/perov5.html" class="md-nav__link">
+    <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+  <span class="md-ellipsis">
+    Develop
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+    Develop
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+    <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Develop with MEIDNet
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../use/studio.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    MEIDNet Studio
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../use/your-data.html" class="md-nav__link">
     <li class="md-nav__item">
+      <a href="../use/explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Explore in 3D
     <li class="md-nav__item">
+      <a href="../use/reports.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Reading the reports
     <li class="md-nav__item">
+      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Capabilities
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_11" >
+          <label class="md-nav__link" for="__nav_4_11" id="__nav_4_11_label" tabindex="">
+  <span class="md-ellipsis">
+    Recipes
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_11_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_11">
+            <span class="md-nav__icon md-icon"></span>
+    Recipes
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
+      <a href="../recipes/change-targets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Change the target properties
     <li class="md-nav__item">
+      <a href="../recipes/add-property.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Add a property
     <li class="md-nav__item">
+      <a href="../recipes/elements.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Exclude or restrict elements
     <li class="md-nav__item">
+      <a href="../recipes/change-family.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Change the material family
     <li class="md-nav__item">
+      <a href="../recipes/add-constraint.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Add a rule (constraint)
     <li class="md-nav__item">
+      <a href="../recipes/screen.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Screen stability with MACE
+          </ul>
+        </nav>
+    </li>
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_12" >
+          <label class="md-nav__link" for="__nav_4_12" id="__nav_4_12_label" tabindex="">
+  <span class="md-ellipsis">
+    Examples
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_12_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_12">
+            <span class="md-nav__icon md-icon"></span>
+    Examples
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
     </li>
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_13" >
+          <label class="md-nav__link" for="__nav_4_13" id="__nav_4_13_label" tabindex="">
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_13_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_13">
             <span class="md-nav__icon md-icon"></span>
     </li>
+    <li class="md-nav__item">
+      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Getting help
+      </a>
+    </li>
+          </ul>
+        </nav>
+    </li>
     <li class="md-nav__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-nav__link">
   <span class="md-ellipsis">
+    Matter ↗
     </li>
   </ul>
 </nav>
       <script src="../assets/javascripts/bundle.79ae519e.min.js"></script>
+        <script src="../assets/vendor/mathjax-3.2.2/es5/tex-mml-chtml.js"></script>
+        <script src="../assets/vendor/tablesort-5.3.0/tablesort.min.js"></script>
+        <script src="../assets/vendor/tablesort-5.3.0/sorts/tablesort.number.min.js"></script>
         <script src="../assets/tablesort.js"></script>

site/understand/how-it-works.html CHANGED Viewed

@@ -13,7 +13,7 @@
         <link rel="canonical" href="https://babu09-meidnet.hf.space/docs/understand/how-it-works.html">
-        <link rel="prev" href="../recipes/screen.html">
         <link rel="next" href="interpretability.html">
@@ -239,74 +239,17 @@
-      <li class="md-tabs__item">
-        <a href="../learn/index.html" class="md-tabs__link">
-  Learn
-        </a>
-      </li>
-    <li class="md-tabs__item">
-      <a href="../learn/architectures.html" class="md-tabs__link">
-  Architectures
-      </a>
-    </li>
-      <li class="md-tabs__item">
-        <a href="../use/studio.html" class="md-tabs__link">
-  Build
-        </a>
-      </li>
-      <li class="md-tabs__item">
-        <a href="../explore/datasets.html" class="md-tabs__link">
-  Datasets
         </a>
       </li>
@@ -326,7 +269,7 @@
-  Benchmarks
         </a>
       </li>
@@ -342,33 +285,11 @@
       <li class="md-tabs__item">
-        <a href="../community/contribute.html" class="md-tabs__link">
-  Community
-        </a>
-      </li>
-      <li class="md-tabs__item md-tabs__item--active">
-        <a href="../start/quickstart.html" class="md-tabs__link">
-  Guides
         </a>
       </li>
@@ -381,38 +302,17 @@
-      <li class="md-tabs__item">
-        <a href="../reference/cli.html" class="md-tabs__link">
-  Reference
-        </a>
-      </li>
-      <li class="md-tabs__item">
-        <a href="../research/paper.html" class="md-tabs__link">
-  About
-        </a>
-      </li>
@@ -491,6 +391,8 @@
@@ -498,19 +400,22 @@
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
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-      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
-        <label class="md-nav__link md-nav__link--active" for="__toc">
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-      <a href="how-it-works.html" class="md-nav__link md-nav__link--active">
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-    How MEIDNet works
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-    <label class="md-nav__title" for="__toc">
-      <span class="md-nav__icon md-icon"></span>
-      Table of contents
-    </label>
-    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
-        <li class="md-nav__item">
-  <a href="#one-latent-space-for-two-modalities" class="md-nav__link">
-    <span class="md-ellipsis">
-        One latent space for two modalities
-    </span>
-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#inverse-design-search-in-that-space" class="md-nav__link">
-    <span class="md-ellipsis">
-        Inverse design = search in that space
-    </span>
-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#what-family-means" class="md-nav__link">
-    <span class="md-ellipsis">
-        What "family" means
-    </span>
-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#the-design-space" class="md-nav__link">
-    <span class="md-ellipsis">
-        The design space
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-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#reproducibility" class="md-nav__link">
-    <span class="md-ellipsis">
-        Reproducibility
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-      <a href="limits.html" class="md-nav__link">
-  <span class="md-ellipsis">
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-      <a href="../research/paper.html" class="md-nav__link">
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-    Paper and citation
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-          </ul>
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@@ -2451,11 +2348,11 @@ through set iteration order; v2 fixes element order, so the same seed gives the
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-        <script src="https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js"></script>
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         <link rel="canonical" href="https://babu09-meidnet.hf.space/docs/understand/how-it-works.html">
+        <link rel="prev" href="../learn/recipes.html">
         <link rel="next" href="interpretability.html">
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../learn/index.html" class="md-tabs__link">
+  Learn
         </a>
       </li>
+  Benchmark
         </a>
       </li>
       <li class="md-tabs__item">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
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+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
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             <span class="md-nav__icon md-icon"></span>
     <li class="md-nav__item">
+      <a href="../learn/architectures.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Architectures
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     </li>
+    <li class="md-nav__item md-nav__item--active">
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+  <span class="md-ellipsis">
+    How MEIDNet works
+  </span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      <a href="how-it-works.html" class="md-nav__link md-nav__link--active">
   <span class="md-ellipsis">
+    How MEIDNet works
+      </a>
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+        <li class="md-nav__item">
+  <a href="#one-latent-space-for-two-modalities" class="md-nav__link">
+    <span class="md-ellipsis">
+        One latent space for two modalities
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#inverse-design-search-in-that-space" class="md-nav__link">
+    <span class="md-ellipsis">
+        Inverse design = search in that space
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#what-family-means" class="md-nav__link">
+    <span class="md-ellipsis">
+        What "family" means
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#the-design-space" class="md-nav__link">
+    <span class="md-ellipsis">
+        The design space
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#reproducibility" class="md-nav__link">
+    <span class="md-ellipsis">
+        Reproducibility
+    </span>
+  </a>
+</li>
+    </ul>
+</nav>
+    </li>
+    <li class="md-nav__item">
+      <a href="interpretability.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Interpreting a candidate
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="limits.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Scope and roadmap
     <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
     <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
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+    Benchmark
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+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
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+    Benchmark
           </label>
     <li class="md-nav__item">
+      <a href="../benchmarks/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MEIDNet Benchmarks
     <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Benchmark compatibility
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5-reproduction.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Perov-5: alignment across seeds
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5-insights.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: what the runs show
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5-guide.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: choose a model and generate
     <li class="md-nav__item">
+      <a href="../benchmarks/mp20.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MP-20
     <li class="md-nav__item">
+      <a href="../benchmarks/carbon24.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Carbon-24
     <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" >
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0">
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+    Develop
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           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4">
             <span class="md-nav__icon md-icon"></span>
+    Develop
           </label>
     <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Develop with MEIDNet
     <li class="md-nav__item">
+      <a href="../start/quickstart.html" class="md-nav__link">
   <span class="md-ellipsis">
+    5-minute quickstart
     <li class="md-nav__item">
+      <a href="../start/what-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    What data do I need?
+    <li class="md-nav__item">
+      <a href="../start/colab.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Run in Colab
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../use/studio.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    MEIDNet Studio
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../use/your-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Bring your own dataset
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../use/config.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The configuration file
     <li class="md-nav__item">
+      <a href="../use/explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Explore in 3D
     <li class="md-nav__item">
+      <a href="../use/reports.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Reading the reports
     <li class="md-nav__item">
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+  <a href="#before-trusting-the-model" class="md-nav__link">
+    <span class="md-ellipsis">
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-          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
-      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Paper and citation
@@ -2182,14 +2087,6 @@
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@@ -2392,11 +2289,11 @@
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         <script src="../assets/tablesort.js"></script>

         <link rel="prev" href="interpretability.html">
+        <link rel="next" href="../ecosystem.html">
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../learn/index.html" class="md-tabs__link">
+  Learn
         </a>
       </li>
+  Benchmark
         </a>
       </li>
       <li class="md-tabs__item">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
+          <label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
           <label class="md-nav__title" for="__nav_2">
             <span class="md-nav__icon md-icon"></span>
     <li class="md-nav__item">
+      <a href="../learn/architectures.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Architectures
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     </li>
     <li class="md-nav__item">
+      <a href="how-it-works.html" class="md-nav__link">
   <span class="md-ellipsis">
+    How MEIDNet works
     <li class="md-nav__item">
+      <a href="interpretability.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Interpreting a candidate
+    <li class="md-nav__item md-nav__item--active">
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+        <label class="md-nav__link md-nav__link--active" for="__toc">
   <span class="md-ellipsis">
+    Scope and roadmap
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      <a href="limits.html" class="md-nav__link md-nav__link--active">
   <span class="md-ellipsis">
+    Scope and roadmap
+      </a>
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+        <li class="md-nav__item">
+  <a href="#current-capabilities" class="md-nav__link">
+    <span class="md-ellipsis">
+        Current capabilities
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#not-yet-supported" class="md-nav__link">
+    <span class="md-ellipsis">
+        Not yet supported
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#roadmap-in-order-of-likely-value" class="md-nav__link">
+    <span class="md-ellipsis">
+        Roadmap (in order of likely value)
+    </span>
+  </a>
+</li>
+    </ul>
+</nav>
     </li>
     <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
     <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
   <span class="md-ellipsis">
+    Benchmark
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
             <span class="md-nav__icon md-icon"></span>
+    Benchmark
           </label>
+    <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Benchmark compatibility
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../benchmarks/perov5.html" class="md-nav__link">
+    <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+    <li class="md-nav__item md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" >
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0">
   <span class="md-ellipsis">
+    Develop
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4">
             <span class="md-nav__icon md-icon"></span>
+    Develop
           </label>
     <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Develop with MEIDNet
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../start/quickstart.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    5-minute quickstart
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../start/what-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    What data do I need?
     <li class="md-nav__item">
+      <a href="../start/colab.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Run in Colab
     <li class="md-nav__item">
+      <a href="../use/studio.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MEIDNet Studio
     <li class="md-nav__item">
+      <a href="../use/explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Explore in 3D
     <li class="md-nav__item">
+      <a href="../use/reports.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Reading the reports
     <li class="md-nav__item">
+      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Capabilities
+    <li class="md-nav__item md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_11" >
+          <label class="md-nav__link" for="__nav_4_11" id="__nav_4_11_label" tabindex="0">
   <span class="md-ellipsis">
+    Recipes
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_11_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_11">
+            <span class="md-nav__icon md-icon"></span>
+    Recipes
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
+      <a href="../recipes/change-targets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Change the target properties
     <li class="md-nav__item">
+      <a href="../recipes/add-property.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Add a property
     <li class="md-nav__item">
+      <a href="../recipes/elements.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Exclude or restrict elements
     <li class="md-nav__item">
+      <a href="../recipes/change-family.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Change the material family
+    <li class="md-nav__item">
+      <a href="../recipes/add-constraint.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Add a rule (constraint)
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../recipes/screen.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Screen stability with MACE
       </a>
+    </li>
+          </ul>
+        </nav>
+    </li>
+    <li class="md-nav__item md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_12" >
+          <label class="md-nav__link" for="__nav_4_12" id="__nav_4_12_label" tabindex="0">
+  <span class="md-ellipsis">
+    Examples
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_12_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_12">
+            <span class="md-nav__icon md-icon"></span>
+    Examples
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+          <ul class="md-nav__list" data-md-scrollfix>
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+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_13" >
+          <label class="md-nav__link" for="__nav_4_13" id="__nav_4_13_label" tabindex="0">
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           </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_13_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_13">
             <span class="md-nav__icon md-icon"></span>
     </li>
+    <li class="md-nav__item">
+      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Getting help
+      </a>
+    </li>
+          </ul>
+        </nav>
+    </li>
     <li class="md-nav__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-nav__link">
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+    Matter ↗
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+        <script src="../assets/vendor/mathjax-3.2.2/es5/tex-mml-chtml.js"></script>
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-        <a href="../reference/cli.html" class="md-tabs__link">
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         <link rel="prev" href="your-data.html">
+        <link rel="next" href="explore-3d.html">
       <li class="md-tabs__item">
+  Benchmark
         </a>
       </li>
       <li class="md-tabs__item md-tabs__item--active">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../learn/architectures.html" class="md-nav__link">
     </li>
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     <li class="md-nav__item">
+      <a href="../understand/how-it-works.html" class="md-nav__link">
   <span class="md-ellipsis">
+    How MEIDNet works
     <li class="md-nav__item">
+      <a href="../understand/interpretability.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Interpreting a candidate
     <li class="md-nav__item">
+      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Scope and roadmap
     <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
     <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
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+    Benchmark
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           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
             <span class="md-nav__icon md-icon"></span>
+    Benchmark
           </label>
+    <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Benchmark compatibility
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../benchmarks/perov5.html" class="md-nav__link">
+    <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+  <span class="md-ellipsis">
+    Develop
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+    Develop
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+          <ul class="md-nav__list" data-md-scrollfix>
+    <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Develop with MEIDNet
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="studio.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    MEIDNet Studio
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="your-data.html" class="md-nav__link">
     <li class="md-nav__item">
+      <a href="explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Explore in 3D
     <li class="md-nav__item">
+      <a href="reports.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Reading the reports
     <li class="md-nav__item">
+      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Capabilities
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_11" >
+          <label class="md-nav__link" for="__nav_4_11" id="__nav_4_11_label" tabindex="">
+  <span class="md-ellipsis">
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+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_11_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_11">
+            <span class="md-nav__icon md-icon"></span>
+    Recipes
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+      <a href="../recipes/change-targets.html" class="md-nav__link">
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+    Change the target properties
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+      <a href="../recipes/add-property.html" class="md-nav__link">
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+    Add a property
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+      <a href="../recipes/elements.html" class="md-nav__link">
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+    Exclude or restrict elements
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+      <a href="../recipes/change-family.html" class="md-nav__link">
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+    Add a rule (constraint)
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+      <a href="../recipes/screen.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Screen stability with MACE
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+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_12" >
+          <label class="md-nav__link" for="__nav_4_12" id="__nav_4_12_label" tabindex="">
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+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_12_label" aria-expanded="false">
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+    <li class="md-nav__item">
+      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Getting help
+      </a>
+    </li>
+          </ul>
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+    </li>
     <li class="md-nav__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-nav__link">
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     <li class="md-nav__item">
-      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
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@@ -2204,14 +2118,6 @@
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@@ -2498,11 +2404,11 @@ interactive structure-property explorer for materials and molecules</em>, Journa
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         <script src="../assets/tablesort.js"></script>

         <link rel="canonical" href="https://babu09-meidnet.hf.space/docs/use/explore-3d.html">
+        <link rel="prev" href="config.html">
         <link rel="next" href="reports.html">
       <li class="md-tabs__item">
+  Benchmark
         </a>
       </li>
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../learn/architectures.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Architectures
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     </li>
+    <li class="md-nav__item">
+      <a href="../understand/how-it-works.html" class="md-nav__link">
   <span class="md-ellipsis">
+    How MEIDNet works
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../understand/interpretability.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Interpreting a candidate
+    <li class="md-nav__item">
+      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Scope and roadmap
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
       </a>
     </li>
     <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
   <span class="md-ellipsis">
+    Benchmark
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
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+    Benchmark
           </label>
     <li class="md-nav__item">
+      <a href="../benchmarks/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MEIDNet Benchmarks
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Benchmark compatibility
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Perov-5
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5-reproduction.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Perov-5: alignment across seeds
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5-insights.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Perov-5: what the runs show
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5-guide.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Perov-5: choose a model and generate
     <li class="md-nav__item">
+      <a href="../benchmarks/mp20.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MP-20
     <li class="md-nav__item">
+      <a href="../benchmarks/carbon24.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Carbon-24
+    <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+          </ul>
+        </nav>
+    </li>
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
   <span class="md-ellipsis">
+    Develop
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+    Develop
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Develop with MEIDNet
     <li class="md-nav__item">
+      <a href="../start/quickstart.html" class="md-nav__link">
   <span class="md-ellipsis">
+    5-minute quickstart
     <li class="md-nav__item">
+      <a href="../start/what-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    What data do I need?
+    <li class="md-nav__item">
+      <a href="../start/colab.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Run in Colab
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="studio.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MEIDNet Studio
     <li class="md-nav__item">
+      <a href="your-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Bring your own dataset
     <li class="md-nav__item">
+      <a href="config.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The configuration file
+    <li class="md-nav__item md-nav__item--active">
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+        <label class="md-nav__link md-nav__link--active" for="__toc">
   <span class="md-ellipsis">
+    Explore in 3D
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      <a href="explore-3d.html" class="md-nav__link md-nav__link--active">
+  <span class="md-ellipsis">
+    Explore in 3D
+  </span>
+      </a>
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+        <li class="md-nav__item">
+  <a href="#reading-the-map" class="md-nav__link">
+    <span class="md-ellipsis">
+        Reading the map
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#clicking-a-point" class="md-nav__link">
+    <span class="md-ellipsis">
+        Clicking a point
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#when-chemiscope-cannot-load" class="md-nav__link">
+    <span class="md-ellipsis">
+        When chemiscope cannot load
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#save-the-dataset" class="md-nav__link">
+    <span class="md-ellipsis">
+        Save the dataset
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#credits" class="md-nav__link">
+    <span class="md-ellipsis">
+        Credits
+    </span>
+  </a>
+</li>
+    </ul>
+</nav>
     </li>
     <li class="md-nav__item">
+      <a href="reports.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Reading the reports
     <li class="md-nav__item">
+      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Capabilities
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_11" >
+          <label class="md-nav__link" for="__nav_4_11" id="__nav_4_11_label" tabindex="">
   <span class="md-ellipsis">
+    Recipes
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_11_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_11">
+            <span class="md-nav__icon md-icon"></span>
+    Recipes
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+          <ul class="md-nav__list" data-md-scrollfix>
+          </ul>
+        </nav>
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+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_12" >
+          <label class="md-nav__link" for="__nav_4_12" id="__nav_4_12_label" tabindex="">
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+    Examples
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+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_12_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_12">
+            <span class="md-nav__icon md-icon"></span>
+    Examples
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
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+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_13" >
+          <label class="md-nav__link" for="__nav_4_13" id="__nav_4_13_label" tabindex="">
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+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_13_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_13">
             <span class="md-nav__icon md-icon"></span>
     </li>
+    <li class="md-nav__item">
+      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Getting help
+      </a>
+    </li>
+          </ul>
+        </nav>
+    </li>
     <li class="md-nav__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-nav__link">
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+    Matter ↗
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+        <script src="../assets/vendor/mathjax-3.2.2/es5/tex-mml-chtml.js"></script>
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   <span class="md-ellipsis">
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-      <a href="../understand/interpretability.html" class="md-nav__link">
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-    Interpreting a candidate
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@@ -2395,11 +2301,11 @@ file name. The JSON holds the full funnel counts, rejected examples and settings
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         <script src="../assets/tablesort.js"></script>

         <link rel="prev" href="explore-3d.html">
+        <link rel="next" href="../explore/capabilities.html">
       <li class="md-tabs__item">
+  Benchmark
         </a>
       </li>
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../learn/architectures.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Architectures
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     </li>
+    <li class="md-nav__item">
+      <a href="../understand/how-it-works.html" class="md-nav__link">
   <span class="md-ellipsis">
+    How MEIDNet works
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../understand/interpretability.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Interpreting a candidate
     <li class="md-nav__item">
+      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Scope and roadmap
+    <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
       </a>
     </li>
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
   <span class="md-ellipsis">
+    Benchmark
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
             <span class="md-nav__icon md-icon"></span>
+    Benchmark
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+    <li class="md-nav__item">
+      <a href="../benchmarks/index.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    MEIDNet Benchmarks
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Benchmark compatibility
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5-reproduction.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: alignment across seeds
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5-insights.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: what the runs show
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5-guide.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: choose a model and generate
     <li class="md-nav__item">
+      <a href="../benchmarks/mp20.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MP-20
     <li class="md-nav__item">
+      <a href="../benchmarks/carbon24.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Carbon-24
     <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
   <span class="md-ellipsis">
+    Develop
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
             <span class="md-nav__icon md-icon"></span>
+    Develop
           </label>
     <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Develop with MEIDNet
     <li class="md-nav__item">
+      <a href="../start/quickstart.html" class="md-nav__link">
   <span class="md-ellipsis">
+    5-minute quickstart
     <li class="md-nav__item">
+      <a href="../start/what-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    What data do I need?
+    <li class="md-nav__item">
+      <a href="../start/colab.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Run in Colab
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="studio.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    MEIDNet Studio
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="your-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Bring your own dataset
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="config.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    The configuration file
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Explore in 3D
+    <li class="md-nav__item md-nav__item--active">
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+        <label class="md-nav__link md-nav__link--active" for="__toc">
   <span class="md-ellipsis">
+    Reading the reports
+  </span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      <a href="reports.html" class="md-nav__link md-nav__link--active">
+  <span class="md-ellipsis">
+    Reading the reports
       </a>
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+        <li class="md-nav__item">
+  <a href="#check_reporthtml" class="md-nav__link">
+    <span class="md-ellipsis">
+        check_report.html
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#training_reporthtml" class="md-nav__link">
+    <span class="md-ellipsis">
+        training_report.html
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#generation_reporthtml" class="md-nav__link">
+    <span class="md-ellipsis">
+        generation_report.html
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#candidatescsv-and-generationjson" class="md-nav__link">
+    <span class="md-ellipsis">
+        candidates.csv and generation.json
+    </span>
+  </a>
+</li>
+    </ul>
+</nav>
     </li>
     <li class="md-nav__item">
+      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Capabilities
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_11" >
+          <label class="md-nav__link" for="__nav_4_11" id="__nav_4_11_label" tabindex="">
   <span class="md-ellipsis">
+    Recipes
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+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_11_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_11">
+            <span class="md-nav__icon md-icon"></span>
+    Recipes
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+          </ul>
+        </nav>
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+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_12" >
+          <label class="md-nav__link" for="__nav_4_12" id="__nav_4_12_label" tabindex="">
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+    Examples
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+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_12_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_12">
+            <span class="md-nav__icon md-icon"></span>
+    Examples
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     </li>
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+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_13" >
+          <label class="md-nav__link" for="__nav_4_13" id="__nav_4_13_label" tabindex="">
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           </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_13_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_13">
             <span class="md-nav__icon md-icon"></span>
     </li>
+    <li class="md-nav__item">
+      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Getting help
+      </a>
+    </li>
+          </ul>
+        </nav>
+    </li>
     <li class="md-nav__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-nav__link">
   <span class="md-ellipsis">
+    Matter ↗
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       <script src="../assets/javascripts/bundle.79ae519e.min.js"></script>
+        <script src="../assets/vendor/mathjax-3.2.2/es5/tex-mml-chtml.js"></script>
+        <script src="../assets/vendor/tablesort-5.3.0/tablesort.min.js"></script>
+        <script src="../assets/vendor/tablesort-5.3.0/sorts/tablesort.number.min.js"></script>
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site/use/studio.html CHANGED Viewed

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-        <link rel="next" href="explore-3d.html">
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-      <a href="../learn/architectures.html" class="md-tabs__link">
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-  Build
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-      <li class="md-tabs__item">
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-  Datasets
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@@ -328,7 +267,7 @@
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-        <a href="../community/contribute.html" class="md-tabs__link">
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@@ -381,38 +302,17 @@
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-        <a href="../reference/cli.html" class="md-tabs__link">
-  Reference
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-      <a href="../learn/recipes.html" class="md-nav__link">
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-    Recipes by problem
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-        <li class="md-nav__item">
-  <a href="#behind-the-scenes" class="md-nav__link">
-    <span class="md-ellipsis">
-        Behind the scenes
-    </span>
-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#bring-your-own-data" class="md-nav__link">
-    <span class="md-ellipsis">
-        Bring your own data
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-        <li class="md-nav__item">
-  <a href="#edit-the-configuration-as-text" class="md-nav__link">
-    <span class="md-ellipsis">
-        Edit the configuration as text
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-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#explore-in-3d" class="md-nav__link">
-    <span class="md-ellipsis">
-        Explore in 3D
-    </span>
-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#deep-links" class="md-nav__link">
-    <span class="md-ellipsis">
-        Deep links
-    </span>
-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#dark-mode" class="md-nav__link">
-    <span class="md-ellipsis">
-        Dark mode
-    </span>
-  </a>
-</li>
-        <li class="md-nav__item">
-  <a href="#static-copy-for-a-website" class="md-nav__link">
-    <span class="md-ellipsis">
-        Static copy for a website
-    </span>
-  </a>
-</li>
-    </ul>
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@@ -911,14 +757,14 @@
     <li class="md-nav__item">
-      <a href="explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Explore in 3D
@@ -939,14 +785,14 @@
     <li class="md-nav__item">
-      <a href="reports.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Reading the reports
@@ -960,44 +806,21 @@
-          </ul>
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-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" >
-          <label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex="0">
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-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_5">
-            <span class="md-nav__icon md-icon"></span>
-    Datasets
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
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     <li class="md-nav__item">
-      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Datasets
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     <li class="md-nav__item">
-      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Databases by application
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-      <a href="../explore/capabilities.html" class="md-nav__link">
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-    Capabilities
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-          </ul>
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-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
-          <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
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-    Benchmarks
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-            <span class="md-nav__icon md-icon"></span>
-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_6">
-            <span class="md-nav__icon md-icon"></span>
-    Benchmarks
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
@@ -1169,14 +953,14 @@
     <li class="md-nav__item">
-      <a href="../benchmarks/index.html" class="md-nav__link">
   <span class="md-ellipsis">
-    MEIDNet Benchmarks
@@ -1197,14 +981,14 @@
     <li class="md-nav__item">
-      <a href="../benchmarks/perov5.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Perov-5
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     <li class="md-nav__item">
-      <a href="../benchmarks/perov5-reproduction.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Perov-5: alignment across seeds
@@ -1253,14 +1037,14 @@
     <li class="md-nav__item">
-      <a href="../benchmarks/perov5-insights.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Perov-5: what the runs show
@@ -1274,21 +1058,49 @@
-    <li class="md-nav__item">
-      <a href="../benchmarks/perov5-guide.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Perov-5: choose a model and generate
@@ -1296,11 +1108,19 @@
-      </a>
-    </li>
@@ -1309,14 +1129,14 @@
     <li class="md-nav__item">
-      <a href="../benchmarks/mp20.html" class="md-nav__link">
   <span class="md-ellipsis">
-    MP-20
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     <li class="md-nav__item">
-      <a href="../benchmarks/carbon24.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Carbon-24
@@ -1358,44 +1178,21 @@
-          </ul>
-        </nav>
-    </li>
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
-          <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
   <span class="md-ellipsis">
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-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_7">
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-    Community
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-          <ul class="md-nav__list" data-md-scrollfix>
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-      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Contribute a result
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-    <li class="md-nav__item">
-      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Community results
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-      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Getting help
@@ -1501,65 +1480,6 @@
-          </ul>
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-    </li>
-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
-          <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
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-          <label class="md-nav__title" for="__nav_8">
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-          <ul class="md-nav__list" data-md-scrollfix>
@@ -1567,14 +1487,14 @@
     <li class="md-nav__item">
-      <a href="../start/quickstart.html" class="md-nav__link">
   <span class="md-ellipsis">
-    5-minute quickstart
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     <li class="md-nav__item">
-      <a href="../start/what-data.html" class="md-nav__link">
   <span class="md-ellipsis">
-    What data do I need?
@@ -1623,14 +1543,14 @@
     <li class="md-nav__item">
-      <a href="../start/colab.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Run in Colab
@@ -1651,14 +1571,14 @@
     <li class="md-nav__item">
-      <a href="your-data.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Bring your own dataset
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-    <li class="md-nav__item">
-      <a href="config.html" class="md-nav__link">
   <span class="md-ellipsis">
-    The configuration file
@@ -1694,11 +1633,19 @@
-      </a>
-    </li>
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-    <li class="md-nav__item">
-      <a href="../understand/how-it-works.html" class="md-nav__link">
-  <span class="md-ellipsis">
-    How MEIDNet works
-  </span>
-      </a>
     </li>
@@ -1902,43 +1829,34 @@
-    <li class="md-nav__item">
-      <a href="../understand/interpretability.html" class="md-nav__link">
-  <span class="md-ellipsis">
-    Interpreting a candidate
-  </span>
-      </a>
-    </li>
-    <li class="md-nav__item">
-      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Scope and roadmap
@@ -1946,11 +1864,19 @@
-      </a>
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     </li>
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-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
-          <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
@@ -2056,8 +1986,8 @@
             <span class="md-nav__icon md-icon"></span>
           </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_9">
             <span class="md-nav__icon md-icon"></span>
@@ -2213,38 +2143,23 @@
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-    <li class="md-nav__item md-nav__item--nested">
-        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_10" >
-          <label class="md-nav__link" for="__nav_10" id="__nav_10_label" tabindex="0">
   <span class="md-ellipsis">
-    About
@@ -2252,35 +2167,34 @@
-            <span class="md-nav__icon md-icon"></span>
-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_10_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_10">
-            <span class="md-nav__icon md-icon"></span>
-    About
-          </label>
-          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
-      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
-    Paper and citation
@@ -2292,14 +2206,6 @@
     </li>
-          </ul>
-        </nav>
-    </li>
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 </nav>
@@ -2810,11 +2716,11 @@ training and running a new search — useful for a plain web host. The
       <script src="../assets/javascripts/bundle.79ae519e.min.js"></script>
-        <script src="https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js"></script>
-        <script src="https://unpkg.com/tablesort@5.3.0/dist/tablesort.min.js"></script>
-        <script src="https://unpkg.com/tablesort@5.3.0/dist/sorts/tablesort.number.min.js"></script>
         <script src="../assets/tablesort.js"></script>

         <link rel="canonical" href="https://babu09-meidnet.hf.space/docs/use/studio.html">
+        <link rel="prev" href="../start/colab.html">
+        <link rel="next" href="your-data.html">
       <li class="md-tabs__item">
+  Benchmark
         </a>
       </li>
+      <li class="md-tabs__item md-tabs__item--active">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../learn/architectures.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Architectures
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     </li>
+    <li class="md-nav__item">
+      <a href="../understand/how-it-works.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    How MEIDNet works
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../understand/interpretability.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Interpreting a candidate
+  </span>
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Scope and roadmap
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
       </a>
+    </li>
+          </ul>
+        </nav>
+    </li>
+    <li class="md-nav__item md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
+  <span class="md-ellipsis">
+    Benchmark
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
+            <span class="md-nav__icon md-icon"></span>
+    Benchmark
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+    <li class="md-nav__item">
+      <a href="../benchmarks/index.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    MEIDNet Benchmarks
+  </span>
+      </a>
     </li>
     <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Benchmark compatibility
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5
+    <li class="md-nav__item">
+      <a href="../benchmarks/perov5-reproduction.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: alignment across seeds
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5-insights.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: what the runs show
     <li class="md-nav__item">
+      <a href="../benchmarks/perov5-guide.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Perov-5: choose a model and generate
     <li class="md-nav__item">
+      <a href="../benchmarks/mp20.html" class="md-nav__link">
   <span class="md-ellipsis">
+    MP-20
+    <li class="md-nav__item">
+      <a href="../benchmarks/carbon24.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Carbon-24
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+          </ul>
+        </nav>
+    </li>
+    <li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
   <span class="md-ellipsis">
+    Develop
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+    Develop
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Develop with MEIDNet
     <li class="md-nav__item">
+      <a href="../start/quickstart.html" class="md-nav__link">
   <span class="md-ellipsis">
+    5-minute quickstart
+    <li class="md-nav__item">
+      <a href="../start/what-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    What data do I need?
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../start/colab.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Run in Colab
+    <li class="md-nav__item md-nav__item--active">
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+        <label class="md-nav__link md-nav__link--active" for="__toc">
   <span class="md-ellipsis">
+    MEIDNet Studio
+  </span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      <a href="studio.html" class="md-nav__link md-nav__link--active">
+  <span class="md-ellipsis">
+    MEIDNet Studio
       </a>
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+        <li class="md-nav__item">
+  <a href="#reading-the-workflow-strip" class="md-nav__link">
+    <span class="md-ellipsis">
+        Reading the workflow strip
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#the-flow-chain-and-the-flow-log" class="md-nav__link">
+    <span class="md-ellipsis">
+        The flow chain and the flow log
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#what-is-live-and-how" class="md-nav__link">
+    <span class="md-ellipsis">
+        What is live, and how
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#the-two-directions-of-the-model" class="md-nav__link">
+    <span class="md-ellipsis">
+        The two directions of the model
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#the-blocks" class="md-nav__link">
+    <span class="md-ellipsis">
+        The blocks
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#beginner-view-and-researcher-mode" class="md-nav__link">
+    <span class="md-ellipsis">
+        Beginner view and Researcher mode
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#behind-the-scenes" class="md-nav__link">
+    <span class="md-ellipsis">
+        Behind the scenes
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#bring-your-own-data" class="md-nav__link">
+    <span class="md-ellipsis">
+        Bring your own data
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#edit-the-configuration-as-text" class="md-nav__link">
+    <span class="md-ellipsis">
+        Edit the configuration as text
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#explore-in-3d" class="md-nav__link">
+    <span class="md-ellipsis">
+        Explore in 3D
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#deep-links" class="md-nav__link">
+    <span class="md-ellipsis">
+        Deep links
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#dark-mode" class="md-nav__link">
+    <span class="md-ellipsis">
+        Dark mode
+    </span>
+  </a>
+</li>
+        <li class="md-nav__item">
+  <a href="#static-copy-for-a-website" class="md-nav__link">
+    <span class="md-ellipsis">
+        Static copy for a website
+    </span>
+  </a>
+</li>
+    </ul>
+</nav>
     </li>
     <li class="md-nav__item">
+      <a href="your-data.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Bring your own dataset
     <li class="md-nav__item">
+      <a href="config.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The configuration file
     <li class="md-nav__item">
+      <a href="explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Explore in 3D
     <li class="md-nav__item">
+      <a href="reports.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Reading the reports
     <li class="md-nav__item">
+      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Capabilities
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_11" >
+          <label class="md-nav__link" for="__nav_4_11" id="__nav_4_11_label" tabindex="">
   <span class="md-ellipsis">
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+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_11_label" aria-expanded="false">
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+          <label class="md-nav__link" for="__nav_4_13" id="__nav_4_13_label" tabindex="">
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+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_13_label" aria-expanded="false">
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     </li>
+    <li class="md-nav__item">
+      <a href="../community/help.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Getting help
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+    </li>
     <li class="md-nav__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-nav__link">
   <span class="md-ellipsis">
+    Matter ↗
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       <script src="../assets/javascripts/bundle.79ae519e.min.js"></script>
+        <script src="../assets/vendor/mathjax-3.2.2/es5/tex-mml-chtml.js"></script>
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-  Reference
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-  <span class="md-ellipsis">
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   <span class="md-ellipsis">
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   <span class="md-ellipsis">
-    Add a property
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   <span class="md-ellipsis">
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   <span class="md-ellipsis">
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-      <a href="../recipes/screen.html" class="md-nav__link">
   <span class="md-ellipsis">
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   <span class="md-ellipsis">
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   <span class="md-ellipsis">
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   <span class="md-ellipsis">
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-          </label>
-        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_10_label" aria-expanded="false">
-          <label class="md-nav__title" for="__nav_10">
-            <span class="md-nav__icon md-icon"></span>
-    About
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     <li class="md-nav__item">
-      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
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@@ -2226,14 +2140,6 @@
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@@ -2500,11 +2406,11 @@ optional extra) gives a first stability filter; DFT or experiment has the last w
       <script src="../assets/javascripts/bundle.79ae519e.min.js"></script>
-        <script src="https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js"></script>
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-        <script src="https://unpkg.com/tablesort@5.3.0/dist/sorts/tablesort.number.min.js"></script>
         <script src="../assets/tablesort.js"></script>

         <link rel="canonical" href="https://babu09-meidnet.hf.space/docs/use/your-data.html">
+        <link rel="prev" href="studio.html">
         <link rel="next" href="config.html">
       <li class="md-tabs__item">
+  Benchmark
         </a>
       </li>
       <li class="md-tabs__item md-tabs__item--active">
+        <a href="../develop.html" class="md-tabs__link">
+  Develop
         </a>
       </li>
+    <li class="md-tabs__item">
+      <a href="https://babu09-meidnet-matter.hf.space/" class="md-tabs__link">
+  Matter ↗
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../learn/architectures.html" class="md-nav__link">
     </li>
     <li class="md-nav__item">
+      <a href="../learn/recipes.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Recipes by problem
     <li class="md-nav__item">
+      <a href="../understand/how-it-works.html" class="md-nav__link">
   <span class="md-ellipsis">
+    How MEIDNet works
     <li class="md-nav__item">
+      <a href="../understand/interpretability.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Interpreting a candidate
     <li class="md-nav__item">
+      <a href="../understand/limits.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Scope and roadmap
     <li class="md-nav__item">
+      <a href="../ecosystem.html" class="md-nav__link">
   <span class="md-ellipsis">
+    The ecosystem
     <li class="md-nav__item">
+      <a href="../research/paper.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Paper and citation
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
+          <label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
   <span class="md-ellipsis">
+    Benchmark
             <span class="md-nav__icon md-icon"></span>
           </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_3">
             <span class="md-nav__icon md-icon"></span>
+    Benchmark
           </label>
+    <li class="md-nav__item">
+      <a href="../benchmarks/compatibility.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    Benchmark compatibility
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
       <a href="../benchmarks/perov5.html" class="md-nav__link">
+    <li class="md-nav__item">
+      <a href="../explore/datasets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Datasets
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="../explore/databases.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Databases by application
     <li class="md-nav__item">
+      <a href="../community/contribute.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Contribute a result
     <li class="md-nav__item">
+      <a href="../community/index.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Community results
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" checked>
+          <label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="">
+  <span class="md-ellipsis">
+    Develop
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="true">
+          <label class="md-nav__title" for="__nav_4">
+            <span class="md-nav__icon md-icon"></span>
+    Develop
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
+    <li class="md-nav__item">
+      <a href="../develop.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Develop with MEIDNet
+      </a>
+    </li>
+    <li class="md-nav__item">
+      <a href="studio.html" class="md-nav__link">
+  <span class="md-ellipsis">
+    MEIDNet Studio
+  </span>
+      </a>
+    </li>
     <li class="md-nav__item">
+      <a href="explore-3d.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Explore in 3D
     <li class="md-nav__item">
+      <a href="reports.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Reading the reports
     <li class="md-nav__item">
+      <a href="../explore/capabilities.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Capabilities
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_11" >
+          <label class="md-nav__link" for="__nav_4_11" id="__nav_4_11_label" tabindex="">
+  <span class="md-ellipsis">
+    Recipes
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_11_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_11">
+            <span class="md-nav__icon md-icon"></span>
+    Recipes
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
     <li class="md-nav__item">
+      <a href="../recipes/change-targets.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Change the target properties
     <li class="md-nav__item">
+      <a href="../recipes/add-property.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Add a property
     <li class="md-nav__item">
+      <a href="../recipes/elements.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Exclude or restrict elements
     <li class="md-nav__item">
+      <a href="../recipes/change-family.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Change the material family
     <li class="md-nav__item">
+      <a href="../recipes/add-constraint.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Add a rule (constraint)
     <li class="md-nav__item">
+      <a href="../recipes/screen.html" class="md-nav__link">
   <span class="md-ellipsis">
+    Screen stability with MACE
+          </ul>
+        </nav>
+    </li>
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_12" >
+          <label class="md-nav__link" for="__nav_4_12" id="__nav_4_12_label" tabindex="">
+  <span class="md-ellipsis">
+    Examples
+  </span>
+            <span class="md-nav__icon md-icon"></span>
+          </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_12_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_12">
+            <span class="md-nav__icon md-icon"></span>
+    Examples
+          </label>
+          <ul class="md-nav__list" data-md-scrollfix>
     </li>
+    <li class="md-nav__item md-nav__item--section md-nav__item--nested">
+        <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_13" >
+          <label class="md-nav__link" for="__nav_4_13" id="__nav_4_13_label" tabindex="">
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           </label>
+        <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_13_label" aria-expanded="false">
+          <label class="md-nav__title" for="__nav_4_13">
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