Dataset

Alex_MP-20_validation




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Name :
Alex_MP-20_validation
ColabFit ID :
Description :
The validation split of the dataset Alex_MP-20. This dataset contains structures from the Alexandria (Schmidt et al. 2022) and MP-20 (Materials Project 2020) datasets. Data has been modified as follows: Exclude structures containing the elements Tc, Pm, or any element with atomic number 84 or higher. Relax structures with DFT using a PBE functional in order to have consistent energies. For the training set, remove any structure with more than 20 atoms inside the unit cell. For the training set, remove any structure with energy above the hull higher than 0.1 eV/atom.
Authors :
Claudio Zeni, Robert Pinsler, Daniel Zügner, Andrew Fowler, Matthew Horton, Xiang Fu, Zilong Wang, Aliaksandra Shysheya, Jonathan Crabbé, Shoko Ueda, Roberto Sordillo, Lixin Sun, Jake Smith, Bichlien Nguyen, Hannes Schulz, Sarah Lewis, Chin-Wei Huang, Ziheng Lu, Yichi Zhou, Han Yang, Hongxia Hao, Jielan Li, Chunlei Yang, Wenjie Li, Ryota Tomioka, Tian Xie
DOI :
10.60732/4132ee7c https://commons.datacite.org/doi.org/10.60732/4132ee7c https://doi.datacite.org/dois/10.60732%2F4132ee7c https://doi.org/10.60732/4132ee7c Cite as: Zeni, C., Pinsler, R., Zügner, D., Fowler, A., Horton, M., Fu, X., Wang, Z., Shysheya, A., Crabbé, J., Ueda, S., Sordillo, R., Sun, L., Smith, J., Nguyen, B., Schulz, H., Lewis, S., Huang, C., Lu, Z., Zhou, Y., Yang, H., Hao, H., Li, J., Yang, C., Li, W., Tomioka, R., and Xie, T. "Alex MP-20 validation." ColabFit, 2025. https://doi.org/10.60732/4132ee7c.
For other citation formats, see the DataCite Fabrica page for this dataset.
Num. Configurations :
67,521
Num. Atoms :
647,222
Downloads :
128
Calculated Property Types :
electronic_band_gap energy_above_hull
Elements :
Ag (1.87%) Al (1.46%) As (0.87%) Au (1.87%) B (0.4%) Ba (1.38%) Be (0.37%) Bi (0.98%) Br (2.42%) C (0.38%) Ca (1.19%) Cd (1.85%) Ce (1.07%) Cl (2.77%) Co (0.81%) Cr (0.31%) Cs (1.21%) Cu (1.64%) Dy (1.69%) Er (1.6%) Eu (0.17%) F (2.99%) Fe (0.6%) Ga (1.97%) Gd (0.05%) Ge (0.99%) H (1.07%) Hf (0.48%) Hg (1.9%) Ho (1.64%) I (1.75%) In (1.94%) Ir (0.85%) K (1.37%) La (1.99%) Li (2.05%) Lu (0.25%) Mg (1.29%) Mn (0.62%) Mo (0.24%) N (0.82%) Na (1.61%) Nb (0.32%) Nd (1.88%) Ni (1.36%) O (5.95%) Os (0.3%) P (0.73%) Pb (1.21%) Pd (2.12%) Pr (1.88%) Pt (1.39%) Rb (1.35%) Re (0.14%) Rh (1.46%) Ru (0.66%) S (2.99%) Sb (0.87%) Sc (1.3%) Se (2.99%) Si (0.9%) Sm (1.52%) Sn (1.36%) Sr (1.14%) Ta (0.3%) Tb (1.7%) Te (2.21%) Ti (0.62%) Tl (2.25%) Tm (1.63%) V (0.4%) W (0.16%) Y (1.59%) Yb (0.17%) Zn (1.77%) Zr (0.65%)
Methods :
DFT-PBE
Software :
VASP
Configuration Sets by Name :
Configuration Sets by ID :

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