Our dataset is generated by running MD simulations of non-cyclic molecules in the QM9 dataset . We were able to simulate 12,530 molecules with the GAFF 2.11 force field in vacuum. We used the OpenMM library and the GAFF template generator available at the openmmforcefields as recommended in . Our workflow consists of: • Selecting the non-cyclic molecules of QM9.