materials-science topic

List materials-science repositories

nequip

539
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122
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NequIP is a code for building E(3)-equivariant interatomic potentials

tomviz

318
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84
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Cross platform, open source application for the processing, visualization, and analysis of 3D tomography data

sumo

177
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77
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Heavyweight plotting tools for ab initio calculations

pymatgen

1.4k
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835
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Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Pro...

DREAM3D

156
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72
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Data Analysis program and framework for materials science data analytics, based on the managing framework SIMPL framework.

megnet

484
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153
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Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

dscribe

382
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86
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DScribe is a python package for creating machine learning descriptors for atomistic systems.

maml

338
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73
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Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.