Fig. 5: Potential energy surface of organic molecules during torsion.

The torsion energy profile of a ethane and b dimethyl-benzamide were computed with different MLIPs. The reference ANI-1x⁷⁸ and MACE-Large⁸¹ were plotted in black and purple lines. The black arrows indicate the dihedral torsion of molecules.