computational-materials-science
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🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
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Jul 10, 2025
MatterSim: A deep learning atomistic model across elements, temperatures and pressures.
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Jul 6, 2025 - Jupyter Notebook
Pretrained universal neural network potential for charge-informed atomistic modelinghttps://chgnet.lbl.gov
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Apr 14, 2025 - Python
quacc is a flexible platform for computational materials science and quantum chemistry that is built for the big data era.
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Jul 8, 2025 - Python
doped is a Python software for the generation, pre-/post-processing and analysis of defect supercell calculations, implementing the defect simulation workflow in an efficient, reproducible, user-friendly yet powerful and fully-customisable manner.
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Jul 11, 2025 - Python
A collection of interactive notebooks to explain concepts of quantum mechanics and related topics
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Jun 5, 2025 - Jupyter Notebook
Package to perform automatic bonding analysis with the program Lobster in the field of computational materials science and quantum chemistry
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Jul 11, 2025 - Python
A Virtual Machine for computational materials science
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Mar 19, 2024 - Python
Cellular automata code for alloy nucleation and solidification written with Kokkos
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Jul 8, 2025 - C++
Application of Large Language Models (LLM) for computational materials science - visit jan-janssen.com/LangSim
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Oct 23, 2024 - Jupyter Notebook
Band structure unfolding made easy!
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Jul 12, 2025 - Python
A tool for streamlining data analysis and visualisation for thermoelectrics and charge carrier transport in computational materials science.
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May 9, 2025 - Python
Phase-field code in MATLAB to solve the phase-field model of Fan & Chen for Grain Growth phenomena in 2D
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Apr 9, 2021 - MATLAB
Peridynamics with the Cabana library
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Jul 7, 2025 - C++
Original implementation of CSPML
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Dec 22, 2024 - Jupyter Notebook
Python python toolset for Structure-Informed Property and Feature Engineering with Neural Networks. It offers unique advantages through (1) effortless extensibility, (2) optimizations for ordered, dilute, and random atomic configurations, and (3) automated model tuning.
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Apr 25, 2025 - Python
Grand canonical optimization of grain boundary phases.
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May 9, 2025 - Python
This is a repository containing an advanced tutorial for jobflow (https://github.com/materialsproject/jobflow) related to computational materials science
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Jun 5, 2023 - Jupyter Notebook
Post-processing toolkit for electronic structure calculations
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Jun 2, 2025 - Python
AiiDA plugin of the high-performance density functional theory code FLEUR (www.judft.de) for high-throughput electronic structure calculations.
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Jun 2, 2025 - Python
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