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zhenming-xu's Projects

bapt icon bapt

Band alignment plotting tool

bestpractices icon bestpractices

Things that you should (and should not) do in your Materials Informatics research.

calculate_u_vasp icon calculate_u_vasp

Calculation of Hubbard U using VASP using linear response method developed by Matteo Cococcioni et.al

cgcnn icon cgcnn

Crystal graph convolutional neural networks for predicting material properties.

chgnet icon chgnet

Pretrained universal neural network potential for charge-informed atomistic modeling

convtest icon convtest

A simple code for plane wave cutoff and kmesh convergence test

cp2k-input-tools icon cp2k-input-tools

Fully validating pure-python CP2K input file tools including preprocessing capabilities

cryspy icon cryspy

CrySPY is a crystal structure prediction tool written in Python.

deepks-kit icon deepks-kit

a package for developing machine learning-based chemically accurate energy and density functional models

deepmd-kit icon deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

defap icon defap

DefAP is a program developed to facilitate the exploration of a material's defect chemistry. A large number of features are provided and rapid exploration is supported through the use of autoplotting with carefully considered automatic data labelling and simplification options enabling production of publication quality plots.

dft-book icon dft-book

A book on modeling materials using VASP, ase and vasp

dpdata icon dpdata

Manipulating multiple atomic simulation data formats, including DeePMD-kit, VASP, LAMMPS, ABACUS, etc.

dpdispatcher icon dpdispatcher

generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish

dpgen icon dpgen

The deep potential generator

dynaphopy icon dynaphopy

Phonon Analysis from Molecular Dynamics Data

effmass icon effmass

Calculates various definitions of effective mass from the electronic bandstructure of a semiconductor.

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