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He Zhu's Projects

cgnn icon cgnn

A Graph Convolutional Neuron Network Designed for Material Properties

deepergatgnn icon deepergatgnn

Scalable graph neural networks for materials property prediction

phonopy-spectroscopy icon phonopy-spectroscopy

A collection of tools for simulating vibrational spectra, which interfaces with the Phonopy package.

pymatgen icon pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.

tem_segmentation icon tem_segmentation

A TEM Image Segmentation Project Featuring Convolutional Neuron Network with U-Net Architecture

topophonon icon topophonon

topoPhonon package is a python package that allows users to calculate topological properties (berry phase, berry curvature, wannier charge center evolution...), by building phonon tight binding model.

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