EBFormer Datasets
The datasets used in EBFormer are included in this upload. A brief description is included below: Dataset 0.3: Contains all data used in the nanosheet interpolation task. Subsets of 1k, 2k, and 4k are used for the learning curve. Dataset 1.3: Contains all data used in the zero-shot
The datasets used in EBFormer are included in this upload. A brief description is included below:
Dataset 0.3: Contains all data used in the nanosheet interpolation task. Subsets of 1k, 2k, and 4k are used for the learning curve.
Dataset 1.3: Contains all data used in the zero-shot out-of-distribution nanosheet task.
Nanowire Dataset: Contains all the data used in the nanowire task.
Dataset 2.4: Contains all data used in the transfer learning task presented in the supplementary information.
Each folder includes the specific test, train, and validation sets for the results in the EBFormer paper. All datasets are formatted as extxyz files, with key ‘ldos’ and ‘lJx’ indicating locally-projected DOS/cDOS. ‘_per_atom’ quantities contain the mean-pooled local values. Positions are in Angstroms, DOS in 1/eV, and cDOS in 1/eV 1/cm Hz.
More details and the our work are available at the EBFormer publicization, hosted on OpenReview.
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Files are hosted on the source repository. Click download to access the full dataset.