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Matbench Discovery v1.0.0

Version 13 2024-04-06, 05:14
Version 12 2024-01-25, 08:16
Version 11 2024-01-24, 16:54
Version 10 2024-01-24, 14:32
Version 9 2023-11-30, 03:28
Version 8 2023-11-27, 15:38
Version 7 2023-11-11, 15:54
Version 6 2023-09-17, 00:02
Version 5 2023-07-25, 16:26
Version 4 2023-07-14, 19:15
Version 3 2023-06-20, 00:00
Version 2 2023-05-03, 03:48
Version 1 2023-04-28, 03:25
dataset
posted on 2024-04-06, 05:14 authored by Janosh RiebesellJanosh Riebesell

These are the v1 data files for Matbench Discovery, a benchmark for machine learning energy models on inorganic crystal stability prediction from unrelaxed structures. It contains relaxed structures of the MP training set, initial+relaxed structures of the WBM test set, plus several checkpoints for models trained on this data specifically for this benchmark.

For a description of each file, see https://matbench-discovery.materialsproject.org/contribute#--direct-download.

The full force field training set containing 1.3M structures along with their energies, forces, stresses and magmons is available at https://figshare.com/articles/dataset/23713842.

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