Advancing density functional tight-binding method for large organic molecules through equivariant neural networks

The EquiDTB framework leverages physics-inspired equivariant neural networks to parameterize generalizable many-body Δ TB potentials, advancing the DFTB method for accurate simulations of large drug-like molecules and non-covalent systems.