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Published March 14, 2023 | Version v2

End-to-end AI Framework for Hyperparameter Optimization, Model Training, and Interpretable Inference for Molecules and Crystals

  • 1. UIUC, Argonne National Lab
  • 2. Northwestern, Argonne National Lab
  • 3. UIUC, UIC, Argonne National Lab
  • 4. UIC, Argonne National Lab
  • 5. UIUC
  • 6. Total Energies

Description

Pretrained models for "End-to-end AI Framework for Hyperparameter Optimization, Model Training, and Interpretable Inference for Molecules and Crystals" paper submitted to MLST journal.

Files

Files (303.0 MB)

Name Size
md5:452cd1613bee24f7e999b9709dfc471d
244.4 kB Download
md5:4f8a36c65879a6bbad1c96ea90da86f9
42.3 MB Download
md5:5da9914197640e4779918bb1f8b981c8
1.0 MB Download
md5:e9a947826f98edecea5dd8347f11d2e6
3.6 MB Download
md5:83e2f4feea1fbdd015cc55250613d477
3.6 MB Download
md5:cf5e8a50c1bdbca2da4d92585ba88a8d
5.5 MB Download
md5:3a91390fad65efb094f7f0535625d604
11.1 MB Download
md5:48da09c63357d54f1b7e8134ed40b11c
10.9 MB Download
md5:e5347e4322e83d0d2c721c0df4549a85
11.1 MB Download
md5:b0630dee914445ee96e220fcb20b9605
10.9 MB Download
md5:44a07ca31b4620daafda83e8c67ebe77
13.3 MB Download
md5:39d13ff3e5559ef4aa07b0898cd1ad6c
13.3 MB Download
md5:93791e07058a092f95388c58c16d23f5
5.5 MB Download
md5:43c2e2b35056c0241351d71cb6135058
5.5 MB Download
md5:ea7920533d5299de0d3dec46d26f3808
82.5 MB Download
md5:aef0ab6d5cccc3017abbc5a2dc14e043
82.5 MB Download

Additional details

Related works

Is supplement to
arXiv:2212.11317 (arXiv)