Garden's Almanac of Matter Models

catalysis

Open Catalyst 2020

Meta FAIR-Chem (formerly OCP) · 2020


Constitution

Full nameOpen Catalyst 2020
CuratorMeta FAIR-Chem (formerly OCP)
Size~1.3M relaxations, ~265M structure-energy pairs along the relaxation paths
DFT levelRPBE; VASP
Released2020
LicenseCC-BY 4.0
DOIhttps://doi.org/10.1021/acscatal.0c04525
Primary paperChanussot et al., Open Catalyst 2020 (OC20) Dataset and Community Challenges, ACS Catal. (2021).

Models trained on OC20

Model
DimeNet++
EquiformerV2
eSCN
GemNet
PaiNN
SchNet
SCN
TorchMD-Net
UMA