Download quality.json from HaomingLuo/AgentFEM-MultiSource-Heat-2D: direct link, hf CLI and curl.
- Browser
- Download file 4.79 kB
-
https://huggingface.co/datasets/HaomingLuo/AgentFEM-MultiSource-Heat-2D/resolve/main/quality.json
- Command line
-
hf download hf://datasets/HaomingLuo/AgentFEM-MultiSource-Heat-2D/quality.json
-
curl -L -o quality.json https://huggingface.co/datasets/HaomingLuo/AgentFEM-MultiSource-Heat-2D/resolve/main/quality.json
4.79 kB
| { | |
| "samples": 256, | |
| "unique_parameter_sets": 256, | |
| "unique_geometry_or_source_layouts": 256, | |
| "splits": { | |
| "train": 192, | |
| "validation": 32, | |
| "test": 32 | |
| }, | |
| "finite_fields": true, | |
| "essential_boundary_checks": true, | |
| "mesh_audit": [ | |
| { | |
| "id": "00000", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 1.4847899912619482 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 1.489582752781189 | |
| }, | |
| "relative_change": 0.003217519476707256, | |
| "quantity": "peak_temperature_rise_k" | |
| }, | |
| { | |
| "id": "00031", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 13.130352581976751 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 13.144133336903963 | |
| }, | |
| "relative_change": 0.0010484338962478208, | |
| "quantity": "peak_temperature_rise_k" | |
| }, | |
| { | |
| "id": "00064", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 6.449959427502677 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 6.457161339884976 | |
| }, | |
| "relative_change": 0.0011153372206784621, | |
| "quantity": "peak_temperature_rise_k" | |
| }, | |
| { | |
| "id": "00095", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 8.852191441456114 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 8.86428556135104 | |
| }, | |
| "relative_change": 0.0013643648787282593, | |
| "quantity": "peak_temperature_rise_k" | |
| }, | |
| { | |
| "id": "00128", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 2.642410012842788 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 2.6463305742236116 | |
| }, | |
| "relative_change": 0.0014815085533952063, | |
| "quantity": "peak_temperature_rise_k" | |
| }, | |
| { | |
| "id": "00159", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 16.207401430590494 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 16.245398915255464 | |
| }, | |
| "relative_change": 0.002338969012899287, | |
| "quantity": "peak_temperature_rise_k" | |
| }, | |
| { | |
| "id": "00192", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 8.30473183514772 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 8.32486108607202 | |
| }, | |
| "relative_change": 0.002417968386040264, | |
| "quantity": "peak_temperature_rise_k" | |
| }, | |
| { | |
| "id": "00255", | |
| "coarse": { | |
| "nodes": 1617, | |
| "cells": 3072, | |
| "peak_temperature_rise_k": 2.3705533064181736 | |
| }, | |
| "fine": { | |
| "nodes": 6305, | |
| "cells": 12288, | |
| "peak_temperature_rise_k": 2.381069604919446 | |
| }, | |
| "relative_change": 0.004416627921983127, | |
| "quantity": "peak_temperature_rise_k" | |
| } | |
| ], | |
| "metric": "peak_temperature_rise_k", | |
| "metric_range": [ | |
| 0.4318544339909067, | |
| 50.79281889623854 | |
| ], | |
| "total_mesh_nodes": 413952, | |
| "total_mesh_cells": 786432, | |
| "versions": { | |
| "agentfem": "0.3.3", | |
| "fenics-dolfinx": "0.11.0", | |
| "numpy": "2.4.6", | |
| "scipy": "1.17.1", | |
| "gmsh": "4.15.2", | |
| "h5py": "3.16.0" | |
| }, | |
| "manufactured_solution": { | |
| "coarse": { | |
| "parameters": [ | |
| 0.14935717567801476, | |
| 0.05686161881312728, | |
| 179.96084503363818, | |
| 0.4420019393786788, | |
| 0.36573782516643405, | |
| 0.845142047572881, | |
| 0.7309336544945836, | |
| 0.007995317585766316, | |
| 0.004175202459096908, | |
| 3053588.6706784368, | |
| 1635806.3369989395 | |
| ], | |
| "seconds": 2.054537249961868, | |
| "field_dofs": 1617, | |
| "max_field": 309.9958665179615, | |
| "min_field": 300.0, | |
| "relative_nodal_l2_error": 0.0004257570925223122 | |
| }, | |
| "fine": { | |
| "parameters": [ | |
| 0.14935717567801476, | |
| 0.05686161881312728, | |
| 179.96084503363818, | |
| 0.4420019393786788, | |
| 0.36573782516643405, | |
| 0.845142047572881, | |
| 0.7309336544945836, | |
| 0.007995317585766316, | |
| 0.004175202459096908, | |
| 3053588.6706784368, | |
| 1635806.3369989395 | |
| ], | |
| "seconds": 0.07569224992766976, | |
| "field_dofs": 6305, | |
| "max_field": 309.99896641854036, | |
| "min_field": 300.0, | |
| "relative_nodal_l2_error": 0.00010646819619718235 | |
| }, | |
| "relative_max_field_change": 9.999712627116483e-06 | |
| } | |
| } |