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

Semi-empirical quantum-mechanical (QM) methods have become valuable tools for studying complex (bio)molecular systems due to their balance between computational efficiency and accuracy. A key aspect of these methods is their parameterization, which n…

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