eQM7: a dataset for small molecules with Foster-Boys centers
Creators
- 1. Ghent University, Center for Molecular Modeling, Technologiepark-Zwijnaarde 46, Gent, B-9052, Belgium
- 2. Ghent University - imec, IDLab, Electronics and Information Systems Department, Technologiepark-Zwijnaarde 126, Gent, B-9052, Belgium
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Description
The electron QM7 (eQM7) dataset is created with the purpose of training and validating polarizable (machine learning) force fields on non-equilibrium configurations of small molecules. It contains 6868 molecules with hydrogen, carbon, nitrogen and oxygen. For each molecule, 500 perturbations are constructed using normal mode sampling, torsion sampling, dimer sampling and homogeneous electric fields. Energies, forces and Foster-Boys centers are computed using density functional theory (DFT) with the PBE0 functional, Aug-cc-pVTZ basis set in the ab-initio quantum chemistry code Psi4.
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References
Journal reference (Paper in which the dataset is described) M. Cools-Ceuppens, J. Dambre, T. Verstraelen, J. Chem. Theory Comput. 18 (3), 1672–1691 (2022), doi: 10.1021/acs.jctc.1c00978