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frankfyun's Projects

madgui-t icon madgui-t

User-friendly Graphical User Interface (GUI) developed at the National Institute for Materials Science (NIMS, MaDIS) for performing statistical data analysis, machine learning (ML) modelisation, and composition/process optimisation through active learning assisted by Bayesian optimisation

nanonet icon nanonet

The project represents an extendable Python framework for the electronic structure computations based on the tight-binding method and transport modeling based on the non-equilibrium Green's function (NEGF) method. The code can deal with both finite and periodic system translated in one, two or three dimensions.

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