/tools/DeePTB

DeePTB

deepmodeling/DeePTB

100 stars28 forksPythonWebsiteAdded February 5, 2026
summary

DeePTB is a deep learning package that accelerates ab initio electronic structure simulations, providing accurate predictions for large systems. It features components for local environment dependent Slater-Koster tight-binding and equivariant neural networks for quantum operators, making it suitable for a variety of molecular simulations.

description

DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy.

topics

hamiltonianmachine-learningslater-kostertight-bindingdft

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