MACE-MP(M): module: externals class: MACE_MP_Medium family: mace-mp package: mace-torch==0.3.4 checkpoint: 2023-12-03-mace-128-L1_epoch-199.model username: cyrusyc last-update: 2024-03-25T14:30:00 datetime: 2024-03-25T14:30:00 # TODO: Fake datetime datasets: - MPTrj # TODO: fake HF dataset repo cpu-tasks: - alexandria - qmof gpu-tasks: - homonuclear-diatomics - stability - combustion github: https://github.com/ACEsuit/mace doi: https://arxiv.org/abs/2401.00096 date: 2023-12-29 prediction: EFS nvt: true npt: true CHGNet: module: externals class: CHGNet family: chgnet package: chgnet==0.3.8 checkpoint: v0.3.0 username: cyrusyc last-update: 2024-07-08T00:00:00 datetime: 2024-07-08T00:00:00 datasets: - MPTrj gpu-tasks: - homonuclear-diatomics - stability - combustion github: https://github.com/CederGroupHub/chgnet doi: https://doi.org/10.1038/s42256-023-00716-3 date: 2023-02-28 prediction: EFSM nvt: true npt: true M3GNet: module: externals class: M3GNet family: matgl package: matgl==1.1.2 checkpoint: username: cyrusyc last-update: 2024-07-08T00:00:00 datetime: 2024-07-08T00:00:00 datasets: - MPF gpu-tasks: - homonuclear-diatomics - combustion github: https://github.com/materialsvirtuallab/matgl doi: https://doi.org/10.1038/s43588-022-00349-3 date: 2022-02-05 prediction: EFS nvt: true npt: true ORB: module: externals class: ORB family: orb package: orb-models==0.3.1 checkpoint: orbff-v1-20240827.ckpt username: cyrusyc last-update: 2024-03-25T14:30:00 datetime: 2024-03-25T14:30:00 # TODO: Fake datetime datasets: - MPTrj # TODO: fake HF dataset repo - Alexandria cpu-tasks: - alexandria - qmof gpu-tasks: - homonuclear-diatomics - combustion - stability github: https://github.com/orbital-materials/orb-models doi: date: 2024-09-03 prediction: EFS nvt: true npt: true SevenNet: module: externals class: SevenNet family: sevennet package: sevenn==0.9.4 checkpoint: 7net-0 username: cyrusyc last-update: 2024-03-25T14:30:00 datetime: 2024-03-25T14:30:00 # TODO: Fake datetime datasets: - MPTrj # TODO: fake HF dataset repo cpu-tasks: - alexandria - qmof gpu-tasks: - homonuclear-diatomics - stability - combustion github: https://github.com/MDIL-SNU/SevenNet doi: https://doi.org/10.1021/acs.jctc.4c00190 date: 2024-07-11 prediction: EFS nvt: true npt: true eqV2(OMat): module: externals class: eqV2 family: fairchem package: fairchem-core==1.2.0 checkpoint: eqV2_86M_omat_mp_salex.pt username: fairchem # HF handle last-update: 2024-10-18T00:00:00 datetime: 2024-10-18T00:00:00 datasets: - OMat - MPTrj - Alexandria gpu-tasks: - homonuclear-diatomics prediction: EFS nvt: true npt: true github: https://github.com/FAIR-Chem/fairchem doi: https://arxiv.org/abs/2410.12771 EquiformerV2(OC22): module: externals class: EquiformerV2 family: equiformer package: fairchem-core==1.2.0 checkpoint: EquiformerV2-lE4-lF100-S2EFS-OC22 username: cyrusyc last-update: 2024-07-08T00:00:00 datetime: 2024-07-08T00:00:00 datasets: - OC22 gpu-tasks: - homonuclear-diatomics - combustion github: https://github.com/FAIR-Chem/fairchem doi: https://arxiv.org/abs/2306.12059 date: 2023-06-21 prediction: EF nvt: true npt: false EquiformerV2(OC20): module: externals class: EquiformerV2OC20 family: equiformer package: fairchem-core==1.2.0 checkpoint: EquiformerV2-31M-S2EF-OC20-All+MD username: cyrusyc last-update: 2024-07-08T00:00:00 datetime: 2024-07-08T00:00:00 datasets: - OC20 gpu-tasks: - homonuclear-diatomics - combustion github: https://github.com/FAIR-Chem/fairchem doi: https://arxiv.org/abs/2306.12059 date: 2023-06-21 prediction: EF nvt: true npt: false eSCN(OC20): module: externals class: eSCN family: escn package: fairchem-core==1.2.0 checkpoint: eSCN-L6-M3-Lay20-S2EF-OC20-All+MD username: cyrusyc last-update: 2024-07-08T00:00:00 datetime: 2024-07-08T00:00:00 datasets: - OC20 gpu-tasks: - homonuclear-diatomics - combustion github: https://github.com/FAIR-Chem/fairchem doi: https://arxiv.org/abs/2302.03655 date: 2023-02-07 prediction: EF nvt: true npt: false MACE-OFF(M): module: externals class: MACE_OFF_Medium family: mace-off username: cyrusyc last-update: 2024-03-25T14:30:00 datetime: 2024-03-25T14:30:00 # TODO: Fake datetime datasets: - SPICE # TODO: fake HF dataset repo cpu-tasks: - alexandria - qmof gpu-tasks: - homonuclear-diatomics github: https://github.com/ACEsuit/mace doi: https://arxiv.org/abs/2312.15211 date: 2023-12-23 prediction: EFS nvt: true npt: true ALIGNN: module: externals class: ALIGNN family: alignn package: alignn==2024.5.27 checkpoint: username: cyrusyc last-update: 2024-07-08T00:00:00 datetime: 2024-07-08T00:00:00 datasets: - MP22 gpu-tasks: - homonuclear-diatomics # - combustion prediction: EFS nvt: true npt: true github: https://github.com/usnistgov/alignn doi: https://doi.org/10.1038/s41524-021-00650-1 date: 2021-11-15