遇见数据集

Matbench Discovery Data Files v1.0.0

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Figshare2024-01-24 更新2026-04-08 收录
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资源简介:

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.

提供机构:
Riebesell, Janosh
创建时间:
2024-01-24
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