energies and geometry optimization from pretrained neural potentials. ANI-2x and MACE-MPA-0. the GPU path runs ALCHEMI batched FIRE. on CPU it uses ASE. one bad SMILES returns null and the batch continues. github.com/NovoMCP/novomcp-n… #compchem #cheminformatics #drugdiscovery #opensource