Initial release of MLIP-liquid-corrections
Browse files- .gitattributes +2 -0
- ATM/atm_dataset.csv +3 -0
- ATM/omol25_spice_cleaned_corrected_atm.h5 +3 -0
- BSSE/bsse_dataset.csv +3 -0
- BSSE/omol25_spice_cleaned_corrected_bsse.h5 +3 -0
- CITATION.md +11 -0
- DATA_MANIFEST.sha256 +11 -0
- DATA_PROVENANCE.md +37 -0
- LICENSE +397 -0
- NOTICE +10 -0
- README.md +123 -0
- THIRD_PARTY_NOTICES.md +23 -0
- dataset_info.json +405 -0
.gitattributes
CHANGED
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@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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ATM/atm_dataset.csv filter=lfs diff=lfs merge=lfs -text
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BSSE/bsse_dataset.csv filter=lfs diff=lfs merge=lfs -text
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ATM/atm_dataset.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:d8a988863a0d92842dd1f5fd107dece52bc76194b4292efef8aca34948b8f820
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size 1109414589
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ATM/omol25_spice_cleaned_corrected_atm.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:fde86c726470b260435108f18c43296120242370ab935cdedfc0be234c37a44a
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size 4284598742
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BSSE/bsse_dataset.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:78570b7260abd6675c0375b6349b9913640c6f284d63f55985c0bf021bc88013
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size 253605024
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BSSE/omol25_spice_cleaned_corrected_bsse.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:148cecf54de632f8cc80a8a5d2d33f2cd2e9c4f397d3b26b8036c0b2f46daf61
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size 1451220128
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CITATION.md
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# Citation
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When using MLIP-liquid-corrections, acknowledge this release and cite its
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upstream data publications:
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- *The Open Molecules 2025 (OMol25) Dataset, Evaluations, and Models*,
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[arXiv:2505.08762](https://doi.org/10.48550/arXiv.2505.08762).
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- For SPICE-origin structures: Peter Eastman et al., *SPICE, A Dataset of
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Drug-like Molecules and Peptides for Training Machine Learning Potentials*,
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Scientific Data 10, 11 (2023),
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[doi:10.1038/s41597-022-01882-6](https://doi.org/10.1038/s41597-022-01882-6).
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DATA_MANIFEST.sha256
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d8a988863a0d92842dd1f5fd107dece52bc76194b4292efef8aca34948b8f820 ATM/atm_dataset.csv
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fde86c726470b260435108f18c43296120242370ab935cdedfc0be234c37a44a ATM/omol25_spice_cleaned_corrected_atm.h5
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78570b7260abd6675c0375b6349b9913640c6f284d63f55985c0bf021bc88013 BSSE/bsse_dataset.csv
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148cecf54de632f8cc80a8a5d2d33f2cd2e9c4f397d3b26b8036c0b2f46daf61 BSSE/omol25_spice_cleaned_corrected_bsse.h5
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9b9789d57818470aacfc0319ec09867d70404282518d3d539ad7d8c9cad2c2b8 CITATION.md
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728616ad8b0aaea627d3c478d3d7623cffe2106af6ac3ade15e65f72d74a82c7 DATA_PROVENANCE.md
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b0795076b6787cb92063ffd73df82a6930705dca321b249e10a9ad5175428fff LICENSE
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+
03126ece25322e2f3dfb03304c1c8237d91add73456c87d73d47b0a3ea2d868d NOTICE
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90af9b3ba3d4493694931f399edec1bcfa63ec765b9c2e510dcb93ff32bd3bd3 README.md
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bbf8332acd775eea9c85cc4c2b47780131c90de4fe925750c4a0a2e9f59bbd35 THIRD_PARTY_NOTICES.md
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217d1ac040e6c855bec2f0b62eee2a39ec0539541bd9c86860876f032d528d55 dataset_info.json
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DATA_PROVENANCE.md
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# Data provenance
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MLIP-liquid-corrections contains ATM and BSSE correction data derived from
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[OMol25](https://huggingface.co/facebook/OMol25), including SPICE-origin
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structures. See the [OMol25 project](https://fair-chem.github.io/omol25/) and
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[CITATION.md](CITATION.md) for upstream references.
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## Processing
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ATM dispersion and counterpoise/BSSE calculations provide the correction
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labels. Both subsets use one HDF5 group per configuration, containing element
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identities, coordinates, energy, forces, and SMILES. ATM was converted
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from a concatenated layout while preserving atom order and numerical values;
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BSSE retains its native numerical fields. Units and sign conventions are
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listed in [README.md](README.md).
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Source metadata is retained in CSV indices. HDF5 group IDs use `source_key`,
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with only `smiles` and `mapped_smiles` stored as configuration attributes.
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Source keys, shard basenames, SPICE names, conformer indices, and original
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mapped SMILES were recovered from retained source records. Configurations
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were matched to source coordinates and element identities with a tolerance
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of 1e-4 Å. Canonical SMILES preserve molecular identity and stereochemistry;
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remapped atom indices follow the HDF5 atom order.
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## Release contents
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The release contains 1,606,854 ATM and 419,753 BSSE configurations. The
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records use source record IDs as group names and preserve atom order,
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numerical labels, units, and signs. [dataset_info.json](dataset_info.json) contains statistics and validation
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metadata; [DATA_MANIFEST.sha256](DATA_MANIFEST.sha256) identifies release files.
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No train/test partition or row-wise cross-subset pairing is supplied.
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## Rights
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Project-authored material and OMol25-derived material are distributed under
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CC BY 4.0. Preserve the attribution in [NOTICE](NOTICE),
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[THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md), and [CITATION.md](CITATION.md).
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LICENSE
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Attribution 4.0 International
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=======================================================================
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Creative Commons Corporation ("Creative Commons") is not a law firm and
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does not provide legal services or legal advice. Distribution of
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Creative Commons public licenses does not create a lawyer-client or
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information available on an "as-is" basis. Creative Commons gives no
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terms and conditions, or any related information. Creative Commons
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disclaims all liability for damages resulting from their use to the
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fullest extent possible.
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Using Creative Commons Public Licenses
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Creative Commons public licenses provide a standard set of terms and
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conditions that creators and other rights holders may use to share
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and certain other rights specified in the public license below. The
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following considerations are for informational purposes only, are not
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exhaustive, and do not form part of our licenses.
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Considerations for licensors: Our public licenses are
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Licensors should also secure all rights necessary before
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Considerations for the public: By using one of our public
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| 40 |
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licensed material under specified terms and conditions. If
|
| 41 |
+
the licensor's permission is not necessary for any reason--for
|
| 42 |
+
example, because of any applicable exception or limitation to
|
| 43 |
+
copyright--then that use is not regulated by the license. Our
|
| 44 |
+
licenses grant only permissions under copyright and certain
|
| 45 |
+
other rights that a licensor has authority to grant. Use of
|
| 46 |
+
the licensed material may still be restricted for other
|
| 47 |
+
reasons, including because others have copyright or other
|
| 48 |
+
rights in the material. A licensor may make special requests,
|
| 49 |
+
such as asking that all changes be marked or described.
|
| 50 |
+
Although not required by our licenses, you are encouraged to
|
| 51 |
+
respect those requests where reasonable. More considerations
|
| 52 |
+
for the public:
|
| 53 |
+
wiki.creativecommons.org/Considerations_for_licensees
|
| 54 |
+
|
| 55 |
+
=======================================================================
|
| 56 |
+
|
| 57 |
+
Creative Commons Attribution 4.0 International Public License
|
| 58 |
+
|
| 59 |
+
By exercising the Licensed Rights (defined below), You accept and agree
|
| 60 |
+
to be bound by the terms and conditions of this Creative Commons
|
| 61 |
+
Attribution 4.0 International Public License ("Public License"). To the
|
| 62 |
+
extent this Public License may be interpreted as a contract, You are
|
| 63 |
+
granted the Licensed Rights in consideration of Your acceptance of
|
| 64 |
+
these terms and conditions, and the Licensor grants You such rights in
|
| 65 |
+
consideration of benefits the Licensor receives from making the
|
| 66 |
+
Licensed Material available under these terms and conditions.
|
| 67 |
+
|
| 68 |
+
|
| 69 |
+
Section 1 -- Definitions.
|
| 70 |
+
|
| 71 |
+
a. Adapted Material means material subject to Copyright and Similar
|
| 72 |
+
Rights that is derived from or based upon the Licensed Material
|
| 73 |
+
and in which the Licensed Material is translated, altered,
|
| 74 |
+
arranged, transformed, or otherwise modified in a manner requiring
|
| 75 |
+
permission under the Copyright and Similar Rights held by the
|
| 76 |
+
Licensor. For purposes of this Public License, where the Licensed
|
| 77 |
+
Material is a musical work, performance, or sound recording,
|
| 78 |
+
Adapted Material is always produced where the Licensed Material is
|
| 79 |
+
synched in timed relation with a moving image.
|
| 80 |
+
|
| 81 |
+
b. Adapter's License means the license You apply to Your Copyright
|
| 82 |
+
and Similar Rights in Your contributions to Adapted Material in
|
| 83 |
+
accordance with the terms and conditions of this Public License.
|
| 84 |
+
|
| 85 |
+
c. Copyright and Similar Rights means copyright and/or similar rights
|
| 86 |
+
closely related to copyright including, without limitation,
|
| 87 |
+
performance, broadcast, sound recording, and Sui Generis Database
|
| 88 |
+
Rights, without regard to how the rights are labeled or
|
| 89 |
+
categorized. For purposes of this Public License, the rights
|
| 90 |
+
specified in Section 2(b)(1)-(2) are not Copyright and Similar
|
| 91 |
+
Rights.
|
| 92 |
+
|
| 93 |
+
d. Effective Technological Measures means those measures that, in the
|
| 94 |
+
absence of proper authority, may not be circumvented under laws
|
| 95 |
+
fulfilling obligations under Article 11 of the WIPO Copyright
|
| 96 |
+
Treaty adopted on December 20, 1996, and/or similar international
|
| 97 |
+
agreements.
|
| 98 |
+
|
| 99 |
+
e. Exceptions and Limitations means fair use, fair dealing, and/or
|
| 100 |
+
any other exception or limitation to Copyright and Similar Rights
|
| 101 |
+
that applies to Your use of the Licensed Material.
|
| 102 |
+
|
| 103 |
+
f. Licensed Material means the artistic or literary work, database,
|
| 104 |
+
or other material to which the Licensor applied this Public
|
| 105 |
+
License.
|
| 106 |
+
|
| 107 |
+
g. Licensed Rights means the rights granted to You subject to the
|
| 108 |
+
terms and conditions of this Public License, which are limited to
|
| 109 |
+
all Copyright and Similar Rights that apply to Your use of the
|
| 110 |
+
Licensed Material and that the Licensor has authority to license.
|
| 111 |
+
|
| 112 |
+
h. Licensor means the individual(s) or entity(ies) granting rights
|
| 113 |
+
under this Public License.
|
| 114 |
+
|
| 115 |
+
i. Share means to provide material to the public by any means or
|
| 116 |
+
process that requires permission under the Licensed Rights, such
|
| 117 |
+
as reproduction, public display, public performance, distribution,
|
| 118 |
+
dissemination, communication, or importation, and to make material
|
| 119 |
+
available to the public including in ways that members of the
|
| 120 |
+
public may access the material from a place and at a time
|
| 121 |
+
individually chosen by them.
|
| 122 |
+
|
| 123 |
+
j. Sui Generis Database Rights means rights other than copyright
|
| 124 |
+
resulting from Directive 96/9/EC of the European Parliament and of
|
| 125 |
+
the Council of 11 March 1996 on the legal protection of databases,
|
| 126 |
+
as amended and/or succeeded, as well as other essentially
|
| 127 |
+
equivalent rights anywhere in the world.
|
| 128 |
+
|
| 129 |
+
k. You means the individual or entity exercising the Licensed Rights
|
| 130 |
+
under this Public License. Your has a corresponding meaning.
|
| 131 |
+
|
| 132 |
+
|
| 133 |
+
Section 2 -- Scope.
|
| 134 |
+
|
| 135 |
+
a. License grant.
|
| 136 |
+
|
| 137 |
+
1. Subject to the terms and conditions of this Public License,
|
| 138 |
+
the Licensor hereby grants You a worldwide, royalty-free,
|
| 139 |
+
non-sublicensable, non-exclusive, irrevocable license to
|
| 140 |
+
exercise the Licensed Rights in the Licensed Material to:
|
| 141 |
+
|
| 142 |
+
a. reproduce and Share the Licensed Material, in whole or
|
| 143 |
+
in part; and
|
| 144 |
+
|
| 145 |
+
b. produce, reproduce, and Share Adapted Material.
|
| 146 |
+
|
| 147 |
+
2. Exceptions and Limitations. For the avoidance of doubt, where
|
| 148 |
+
Exceptions and Limitations apply to Your use, this Public
|
| 149 |
+
License does not apply, and You do not need to comply with
|
| 150 |
+
its terms and conditions.
|
| 151 |
+
|
| 152 |
+
3. Term. The term of this Public License is specified in Section
|
| 153 |
+
6(a).
|
| 154 |
+
|
| 155 |
+
4. Media and formats; technical modifications allowed. The
|
| 156 |
+
Licensor authorizes You to exercise the Licensed Rights in
|
| 157 |
+
all media and formats whether now known or hereafter created,
|
| 158 |
+
and to make technical modifications necessary to do so. The
|
| 159 |
+
Licensor waives and/or agrees not to assert any right or
|
| 160 |
+
authority to forbid You from making technical modifications
|
| 161 |
+
necessary to exercise the Licensed Rights, including
|
| 162 |
+
technical modifications necessary to circumvent Effective
|
| 163 |
+
Technological Measures. For purposes of this Public License,
|
| 164 |
+
simply making modifications authorized by this Section 2(a)
|
| 165 |
+
(4) never produces Adapted Material.
|
| 166 |
+
|
| 167 |
+
5. Downstream recipients.
|
| 168 |
+
|
| 169 |
+
a. Offer from the Licensor -- Licensed Material. Every
|
| 170 |
+
recipient of the Licensed Material automatically
|
| 171 |
+
receives an offer from the Licensor to exercise the
|
| 172 |
+
Licensed Rights under the terms and conditions of this
|
| 173 |
+
Public License.
|
| 174 |
+
|
| 175 |
+
b. No downstream restrictions. You may not offer or impose
|
| 176 |
+
any additional or different terms or conditions on, or
|
| 177 |
+
apply any Effective Technological Measures to, the
|
| 178 |
+
Licensed Material if doing so restricts exercise of the
|
| 179 |
+
Licensed Rights by any recipient of the Licensed
|
| 180 |
+
Material.
|
| 181 |
+
|
| 182 |
+
6. No endorsement. Nothing in this Public License constitutes or
|
| 183 |
+
may be construed as permission to assert or imply that You
|
| 184 |
+
are, or that Your use of the Licensed Material is, connected
|
| 185 |
+
with, or sponsored, endorsed, or granted official status by,
|
| 186 |
+
the Licensor or others designated to receive attribution as
|
| 187 |
+
provided in Section 3(a)(1)(A)(i).
|
| 188 |
+
|
| 189 |
+
b. Other rights.
|
| 190 |
+
|
| 191 |
+
1. Moral rights, such as the right of integrity, are not
|
| 192 |
+
licensed under this Public License, nor are publicity,
|
| 193 |
+
privacy, and/or other similar personality rights; however, to
|
| 194 |
+
the extent possible, the Licensor waives and/or agrees not to
|
| 195 |
+
assert any such rights held by the Licensor to the limited
|
| 196 |
+
extent necessary to allow You to exercise the Licensed
|
| 197 |
+
Rights, but not otherwise.
|
| 198 |
+
|
| 199 |
+
2. Patent and trademark rights are not licensed under this
|
| 200 |
+
Public License.
|
| 201 |
+
|
| 202 |
+
3. To the extent possible, the Licensor waives any right to
|
| 203 |
+
collect royalties from You for the exercise of the Licensed
|
| 204 |
+
Rights, whether directly or through a collecting society
|
| 205 |
+
under any voluntary or waivable statutory or compulsory
|
| 206 |
+
licensing scheme. In all other cases the Licensor expressly
|
| 207 |
+
reserves any right to collect such royalties.
|
| 208 |
+
|
| 209 |
+
|
| 210 |
+
Section 3 -- License Conditions.
|
| 211 |
+
|
| 212 |
+
Your exercise of the Licensed Rights is expressly made subject to the
|
| 213 |
+
following conditions.
|
| 214 |
+
|
| 215 |
+
a. Attribution.
|
| 216 |
+
|
| 217 |
+
1. If You Share the Licensed Material (including in modified
|
| 218 |
+
form), You must:
|
| 219 |
+
|
| 220 |
+
a. retain the following if it is supplied by the Licensor
|
| 221 |
+
with the Licensed Material:
|
| 222 |
+
|
| 223 |
+
i. identification of the creator(s) of the Licensed
|
| 224 |
+
Material and any others designated to receive
|
| 225 |
+
attribution, in any reasonable manner requested by
|
| 226 |
+
the Licensor (including by pseudonym if
|
| 227 |
+
designated);
|
| 228 |
+
|
| 229 |
+
ii. a copyright notice;
|
| 230 |
+
|
| 231 |
+
iii. a notice that refers to this Public License;
|
| 232 |
+
|
| 233 |
+
iv. a notice that refers to the disclaimer of
|
| 234 |
+
warranties;
|
| 235 |
+
|
| 236 |
+
v. a URI or hyperlink to the Licensed Material to the
|
| 237 |
+
extent reasonably practicable;
|
| 238 |
+
|
| 239 |
+
b. indicate if You modified the Licensed Material and
|
| 240 |
+
retain an indication of any previous modifications; and
|
| 241 |
+
|
| 242 |
+
c. indicate the Licensed Material is licensed under this
|
| 243 |
+
Public License, and include the text of, or the URI or
|
| 244 |
+
hyperlink to, this Public License.
|
| 245 |
+
|
| 246 |
+
2. You may satisfy the conditions in Section 3(a)(1) in any
|
| 247 |
+
reasonable manner based on the medium, means, and context in
|
| 248 |
+
which You Share the Licensed Material. For example, it may be
|
| 249 |
+
reasonable to satisfy the conditions by providing a URI or
|
| 250 |
+
hyperlink to a resource that includes the required
|
| 251 |
+
information.
|
| 252 |
+
|
| 253 |
+
3. If requested by the Licensor, You must remove any of the
|
| 254 |
+
information required by Section 3(a)(1)(A) to the extent
|
| 255 |
+
reasonably practicable.
|
| 256 |
+
|
| 257 |
+
4. If You Share Adapted Material You produce, the Adapter's
|
| 258 |
+
License You apply must not prevent recipients of the Adapted
|
| 259 |
+
Material from complying with this Public License.
|
| 260 |
+
|
| 261 |
+
|
| 262 |
+
Section 4 -- Sui Generis Database Rights.
|
| 263 |
+
|
| 264 |
+
Where the Licensed Rights include Sui Generis Database Rights that
|
| 265 |
+
apply to Your use of the Licensed Material:
|
| 266 |
+
|
| 267 |
+
a. for the avoidance of doubt, Section 2(a)(1) grants You the right
|
| 268 |
+
to extract, reuse, reproduce, and Share all or a substantial
|
| 269 |
+
portion of the contents of the database;
|
| 270 |
+
|
| 271 |
+
b. if You include all or a substantial portion of the database
|
| 272 |
+
contents in a database in which You have Sui Generis Database
|
| 273 |
+
Rights, then the database in which You have Sui Generis Database
|
| 274 |
+
Rights (but not its individual contents) is Adapted Material; and
|
| 275 |
+
|
| 276 |
+
c. You must comply with the conditions in Section 3(a) if You Share
|
| 277 |
+
all or a substantial portion of the contents of the database.
|
| 278 |
+
|
| 279 |
+
For the avoidance of doubt, this Section 4 supplements and does not
|
| 280 |
+
replace Your obligations under this Public License where the Licensed
|
| 281 |
+
Rights include other Copyright and Similar Rights.
|
| 282 |
+
|
| 283 |
+
|
| 284 |
+
Section 5 -- Disclaimer of Warranties and Limitation of Liability.
|
| 285 |
+
|
| 286 |
+
a. UNLESS OTHERWISE SEPARATELY UNDERTAKEN BY THE LICENSOR, TO THE
|
| 287 |
+
EXTENT POSSIBLE, THE LICENSOR OFFERS THE LICENSED MATERIAL AS-IS
|
| 288 |
+
AND AS-AVAILABLE, AND MAKES NO REPRESENTATIONS OR WARRANTIES OF
|
| 289 |
+
ANY KIND CONCERNING THE LICENSED MATERIAL, WHETHER EXPRESS,
|
| 290 |
+
IMPLIED, STATUTORY, OR OTHER. THIS INCLUDES, WITHOUT LIMITATION,
|
| 291 |
+
WARRANTIES OF TITLE, MERCHANTABILITY, FITNESS FOR A PARTICULAR
|
| 292 |
+
PURPOSE, NON-INFRINGEMENT, ABSENCE OF LATENT OR OTHER DEFECTS,
|
| 293 |
+
ACCURACY, OR THE PRESENCE OR ABSENCE OF ERRORS, WHETHER OR NOT
|
| 294 |
+
KNOWN OR DISCOVERABLE. WHERE DISCLAIMERS OF WARRANTIES ARE NOT
|
| 295 |
+
ALLOWED IN FULL OR IN PART, THIS DISCLAIMER MAY NOT APPLY TO YOU.
|
| 296 |
+
|
| 297 |
+
b. TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE
|
| 298 |
+
TO YOU ON ANY LEGAL THEORY (INCLUDING, WITHOUT LIMITATION,
|
| 299 |
+
NEGLIGENCE) OR OTHERWISE FOR ANY DIRECT, SPECIAL, INDIRECT,
|
| 300 |
+
INCIDENTAL, CONSEQUENTIAL, PUNITIVE, EXEMPLARY, OR OTHER LOSSES,
|
| 301 |
+
COSTS, EXPENSES, OR DAMAGES ARISING OUT OF THIS PUBLIC LICENSE OR
|
| 302 |
+
USE OF THE LICENSED MATERIAL, EVEN IF THE LICENSOR HAS BEEN
|
| 303 |
+
ADVISED OF THE POSSIBILITY OF SUCH LOSSES, COSTS, EXPENSES, OR
|
| 304 |
+
DAMAGES. WHERE A LIMITATION OF LIABILITY IS NOT ALLOWED IN FULL OR
|
| 305 |
+
IN PART, THIS LIMITATION MAY NOT APPLY TO YOU.
|
| 306 |
+
|
| 307 |
+
c. The disclaimer of warranties and limitation of liability provided
|
| 308 |
+
above shall be interpreted in a manner that, to the extent
|
| 309 |
+
possible, most closely approximates an absolute disclaimer and
|
| 310 |
+
waiver of all liability.
|
| 311 |
+
|
| 312 |
+
|
| 313 |
+
Section 6 -- Term and Termination.
|
| 314 |
+
|
| 315 |
+
a. This Public License applies for the term of the Copyright and
|
| 316 |
+
Similar Rights licensed here. However, if You fail to comply with
|
| 317 |
+
this Public License, then Your rights under this Public License
|
| 318 |
+
terminate automatically.
|
| 319 |
+
|
| 320 |
+
b. Where Your right to use the Licensed Material has terminated under
|
| 321 |
+
Section 6(a), it reinstates:
|
| 322 |
+
|
| 323 |
+
1. automatically as of the date the violation is cured, provided
|
| 324 |
+
it is cured within 30 days of Your discovery of the
|
| 325 |
+
violation; or
|
| 326 |
+
|
| 327 |
+
2. upon express reinstatement by the Licensor.
|
| 328 |
+
|
| 329 |
+
For the avoidance of doubt, this Section 6(b) does not affect any
|
| 330 |
+
right the Licensor may have to seek remedies for Your violations
|
| 331 |
+
of this Public License.
|
| 332 |
+
|
| 333 |
+
c. For the avoidance of doubt, the Licensor may also offer the
|
| 334 |
+
Licensed Material under separate terms or conditions or stop
|
| 335 |
+
distributing the Licensed Material at any time; however, doing so
|
| 336 |
+
will not terminate this Public License.
|
| 337 |
+
|
| 338 |
+
d. Sections 1, 5, 6, 7, and 8 survive termination of this Public
|
| 339 |
+
License.
|
| 340 |
+
|
| 341 |
+
|
| 342 |
+
Section 7 -- Other Terms and Conditions.
|
| 343 |
+
|
| 344 |
+
a. The Licensor shall not be bound by any additional or different
|
| 345 |
+
terms or conditions communicated by You unless expressly agreed.
|
| 346 |
+
|
| 347 |
+
b. Any arrangements, understandings, or agreements regarding the
|
| 348 |
+
Licensed Material not stated herein are separate from and
|
| 349 |
+
independent of the terms and conditions of this Public License.
|
| 350 |
+
|
| 351 |
+
|
| 352 |
+
Section 8 -- Interpretation.
|
| 353 |
+
|
| 354 |
+
a. For the avoidance of doubt, this Public License does not, and
|
| 355 |
+
shall not be interpreted to, reduce, limit, restrict, or impose
|
| 356 |
+
conditions on any use of the Licensed Material that could lawfully
|
| 357 |
+
be made without permission under this Public License.
|
| 358 |
+
|
| 359 |
+
b. To the extent possible, if any provision of this Public License is
|
| 360 |
+
deemed unenforceable, it shall be automatically reformed to the
|
| 361 |
+
minimum extent necessary to make it enforceable. If the provision
|
| 362 |
+
cannot be reformed, it shall be severed from this Public License
|
| 363 |
+
without affecting the enforceability of the remaining terms and
|
| 364 |
+
conditions.
|
| 365 |
+
|
| 366 |
+
c. No term or condition of this Public License will be waived and no
|
| 367 |
+
failure to comply consented to unless expressly agreed to by the
|
| 368 |
+
Licensor.
|
| 369 |
+
|
| 370 |
+
d. Nothing in this Public License constitutes or may be interpreted
|
| 371 |
+
as a limitation upon, or waiver of, any privileges and immunities
|
| 372 |
+
that apply to the Licensor or You, including from the legal
|
| 373 |
+
processes of any jurisdiction or authority.
|
| 374 |
+
|
| 375 |
+
|
| 376 |
+
=======================================================================
|
| 377 |
+
|
| 378 |
+
Creative Commons is not a party to its public
|
| 379 |
+
licenses. Notwithstanding, Creative Commons may elect to apply one of
|
| 380 |
+
its public licenses to material it publishes and in those instances
|
| 381 |
+
will be considered the “Licensor.” The text of the Creative Commons
|
| 382 |
+
public licenses is dedicated to the public domain under the CC0 Public
|
| 383 |
+
Domain Dedication. Except for the limited purpose of indicating that
|
| 384 |
+
material is shared under a Creative Commons public license or as
|
| 385 |
+
otherwise permitted by the Creative Commons policies published at
|
| 386 |
+
creativecommons.org/policies, Creative Commons does not authorize the
|
| 387 |
+
use of the trademark "Creative Commons" or any other trademark or logo
|
| 388 |
+
of Creative Commons without its prior written consent including,
|
| 389 |
+
without limitation, in connection with any unauthorized modifications
|
| 390 |
+
to any of its public licenses or any other arrangements,
|
| 391 |
+
understandings, or agreements concerning use of licensed material. For
|
| 392 |
+
the avoidance of doubt, this paragraph does not form part of the
|
| 393 |
+
public licenses.
|
| 394 |
+
|
| 395 |
+
Creative Commons may be contacted at creativecommons.org.
|
| 396 |
+
|
| 397 |
+
|
NOTICE
ADDED
|
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|
| 1 |
+
MLIP-liquid-corrections
|
| 2 |
+
|
| 3 |
+
Project-authored corrections, transformations, metadata, documentation, and
|
| 4 |
+
compilation: Copyright 2026 ByteDance Ltd. and/or its affiliates.
|
| 5 |
+
|
| 6 |
+
This release includes OMol25-derived material and is distributed under
|
| 7 |
+
CC BY 4.0. Upstream rights remain with their respective rights holders.
|
| 8 |
+
Preserve attribution; see LICENSE, THIRD_PARTY_NOTICES.md, and CITATION.md.
|
| 9 |
+
|
| 10 |
+
This NOTICE is informational and grants no additional rights.
|
README.md
CHANGED
|
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|
|
| 1 |
---
|
| 2 |
license: cc-by-4.0
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---
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: cc-by-4.0
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
pretty_name: MLIP-liquid-corrections
|
| 6 |
+
size_categories:
|
| 7 |
+
- 1M<n<10M
|
| 8 |
+
tags:
|
| 9 |
+
- chemistry
|
| 10 |
+
- molecular-dynamics
|
| 11 |
+
- interatomic-potentials
|
| 12 |
+
- bsse
|
| 13 |
+
- dispersion
|
| 14 |
+
configs:
|
| 15 |
+
- config_name: atm
|
| 16 |
+
data_files:
|
| 17 |
+
- split: full
|
| 18 |
+
path: "ATM/atm_dataset.csv"
|
| 19 |
+
- config_name: bsse
|
| 20 |
+
data_files:
|
| 21 |
+
- split: full
|
| 22 |
+
path: "BSSE/bsse_dataset.csv"
|
| 23 |
---
|
| 24 |
+
|
| 25 |
+
# MLIP-liquid-corrections
|
| 26 |
+
|
| 27 |
+
## Dataset Summary
|
| 28 |
+
|
| 29 |
+
Molecular structures with Axilrod–Teller–Muto (ATM) dispersion corrections
|
| 30 |
+
and basis-set superposition error (BSSE) quantities derived from
|
| 31 |
+
[OMol25](https://huggingface.co/facebook/OMol25), including SPICE-origin records.
|
| 32 |
+
The dataset contains 2,026,607 configurations covering H, C, N, O, F, P, S,
|
| 33 |
+
Cl, and Br. Energy and force labels describe corrections rather than total
|
| 34 |
+
molecular energies and forces.
|
| 35 |
+
|
| 36 |
+
## Subsets
|
| 37 |
+
|
| 38 |
+
| Subset | Configurations | Description |
|
| 39 |
+
| --- | ---: | --- |
|
| 40 |
+
| ATM | 1,606,854 | Additive ATM energy and force corrections. |
|
| 41 |
+
| BSSE | 419,753 | Native BSSE energy and force quantities. |
|
| 42 |
+
|
| 43 |
+
Both subsets use the Hugging Face split `full`. Source IDs beginning with
|
| 44 |
+
`train_` do not define a train/test split. Cross-subset records are not aligned
|
| 45 |
+
by row number.
|
| 46 |
+
|
| 47 |
+
## Dataset Structure
|
| 48 |
+
|
| 49 |
+
Each subset contains a CSV index and one HDF5 file:
|
| 50 |
+
|
| 51 |
+
```text
|
| 52 |
+
ATM/
|
| 53 |
+
atm_dataset.csv
|
| 54 |
+
omol25_spice_cleaned_corrected_atm.h5
|
| 55 |
+
BSSE/
|
| 56 |
+
bsse_dataset.csv
|
| 57 |
+
omol25_spice_cleaned_corrected_bsse.h5
|
| 58 |
+
```
|
| 59 |
+
|
| 60 |
+
### CSV Index
|
| 61 |
+
|
| 62 |
+
The CSV columns `record_id`, `h5_key`, `num_atoms`, and `h5_file` identify each
|
| 63 |
+
configuration and its HDF5 location. In both subsets, `record_id` and `h5_key`
|
| 64 |
+
are the original `source_key`, such as `train_1000`. ATM also retains
|
| 65 |
+
`frame_index`, the original zero-based source frame index.
|
| 66 |
+
|
| 67 |
+
### HDF5 Format
|
| 68 |
+
|
| 69 |
+
Both files use `grouped_correction_with_species_v1`, with one top-level group
|
| 70 |
+
per configuration. `N` is the number of atoms in that configuration.
|
| 71 |
+
Entries prefixed with `@` are attributes on the configuration group.
|
| 72 |
+
|
| 73 |
+
**ATM**
|
| 74 |
+
|
| 75 |
+
```text
|
| 76 |
+
/train_1000/
|
| 77 |
+
atomic_numbers (N,) uint8
|
| 78 |
+
positions (N, 3) float64
|
| 79 |
+
ATM_energy scalar float64
|
| 80 |
+
ATM_forces (N, 3) float64
|
| 81 |
+
@smiles scalar UTF-8 string
|
| 82 |
+
@mapped_smiles scalar UTF-8 string
|
| 83 |
+
```
|
| 84 |
+
|
| 85 |
+
**BSSE**
|
| 86 |
+
|
| 87 |
+
```text
|
| 88 |
+
/train_10000403/
|
| 89 |
+
atomic_numbers (N,) uint8
|
| 90 |
+
positions (N, 3) float64
|
| 91 |
+
BSSE_energy scalar float64
|
| 92 |
+
BSSE_forces (N, 3) float64
|
| 93 |
+
@smiles scalar UTF-8 string
|
| 94 |
+
@mapped_smiles scalar UTF-8 string
|
| 95 |
+
```
|
| 96 |
+
|
| 97 |
+
Each HDF5 group retains only the fixed-length UTF-8 attributes `smiles` and
|
| 98 |
+
`mapped_smiles`. Atom map `j+1` in `mapped_smiles` corresponds to atom row `j`.
|
| 99 |
+
The CSV indices retain the source and validation fields, including
|
| 100 |
+
`geometry_error_angstrom` for source-coordinate matching error.
|
| 101 |
+
|
| 102 |
+
See [DATA_PROVENANCE.md](DATA_PROVENANCE.md) for source and processing details,
|
| 103 |
+
[dataset_info.json](dataset_info.json) for statistics, and
|
| 104 |
+
[DATA_MANIFEST.sha256](DATA_MANIFEST.sha256) for file hashes.
|
| 105 |
+
|
| 106 |
+
### Units
|
| 107 |
+
|
| 108 |
+
| Quantity | ATM | BSSE, native |
|
| 109 |
+
| --- | --- | --- |
|
| 110 |
+
| Position | Å | Å |
|
| 111 |
+
| Energy | eV | Hartree |
|
| 112 |
+
| Force | eV/Å | Hartree/Bohr |
|
| 113 |
+
|
| 114 |
+
For additive BSSE corrections, negate and convert the native labels:
|
| 115 |
+
|
| 116 |
+
```text
|
| 117 |
+
E_additive[eV] = -BSSE_energy * 27.211386245988
|
| 118 |
+
F_additive[eV/Å] = -BSSE_forces * 27.211386245988 / 0.529177210903
|
| 119 |
+
```
|
| 120 |
+
|
| 121 |
+
## License and Citation
|
| 122 |
+
|
| 123 |
+
[Creative Commons Attribution 4.0 International (CC BY 4.0)](LICENSE).
|
| 124 |
+
Preserve [NOTICE](NOTICE) and [THIRD_PARTY_NOTICES.md](THIRD_PARTY_NOTICES.md)
|
| 125 |
+
when redistributing. See [CITATION.md](CITATION.md) for the OMol25 and SPICE
|
| 126 |
+
publications.
|
THIRD_PARTY_NOTICES.md
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Third-party data notices
|
| 2 |
+
|
| 3 |
+
## OMol25
|
| 4 |
+
|
| 5 |
+
This release contains molecular structures derived from OMol25.
|
| 6 |
+
|
| 7 |
+
- [Project](https://fair-chem.github.io/omol25/)
|
| 8 |
+
- [Dataset](https://huggingface.co/facebook/OMol25)
|
| 9 |
+
- [Paper](https://doi.org/10.48550/arXiv.2505.08762)
|
| 10 |
+
- License: CC BY 4.0; see [LICENSE](LICENSE).
|
| 11 |
+
|
| 12 |
+
## SPICE-origin structures
|
| 13 |
+
|
| 14 |
+
SPICE-origin records entered through the OMol25 processing pipeline. Cite
|
| 15 |
+
Peter Eastman et al., *SPICE, A Dataset of Drug-like Molecules and Peptides for
|
| 16 |
+
Training Machine Learning Potentials*, Scientific Data 10, 11 (2023),
|
| 17 |
+
[doi:10.1038/s41597-022-01882-6](https://doi.org/10.1038/s41597-022-01882-6).
|
| 18 |
+
|
| 19 |
+
## Attribution
|
| 20 |
+
|
| 21 |
+
Project-authored and OMol25-derived material are distributed under CC BY 4.0.
|
| 22 |
+
Preserve source attribution when redistributing or creating derived works;
|
| 23 |
+
upstream rights remain with their respective rights holders.
|
dataset_info.json
ADDED
|
@@ -0,0 +1,405 @@
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
|
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|
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|
|
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|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "MLIP-liquid-corrections",
|
| 3 |
+
"license": "cc-by-4.0",
|
| 4 |
+
"packaged_date": "2026-11-03",
|
| 5 |
+
"subsets": {
|
| 6 |
+
"atm": {
|
| 7 |
+
"records": 1606854,
|
| 8 |
+
"atom_entries": 56987250,
|
| 9 |
+
"atoms_per_record_min": 3,
|
| 10 |
+
"atoms_per_record_max": 110,
|
| 11 |
+
"atoms_per_record_histogram": {
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