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Yueh Ting, Yao's Projects

deepqmc icon deepqmc

Deep learning quantum Monte Carlo for electrons in real space

pysktb icon pysktb

Scientific Python package for solving Slater Koster tight-binding hamiltonian

tbdnn icon tbdnn

Tight-Binding via Deep Neural Network

tbhcnn icon tbhcnn

Prototype code of the tight-binding hamiltonian construction neural network model. Check the example_basic_method.py to construct a TB model for the InSe nanoribbon; Check the example_variation_one.py to optimize a given Wannier TB model for 2-D black phosphorus.

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