graph neural networks for grain growth simulations
☆18Feb 9, 2025Updated last year
Alternatives and similar repositories for GrainGraphNN
Users that are interested in GrainGraphNN are comparing it to the libraries listed below
Sorting:
- A Phase Field Simulation of Grain Growth and Second Phase Particles Precipitation☆13Sep 5, 2021Updated 4 years ago
- mcpm: python implementation of the modified Potts model for grain growth developed in Mason, J. K., et al. "Kinetics and anisotropy of th…☆15Nov 23, 2016Updated 9 years ago
- Phase field simulation written in C++☆33Mar 1, 2025Updated last year
- A simulation software for anisotropic grain growth in 2D☆11Feb 17, 2017Updated 9 years ago
- this is a phase field modelling to simulate the microstructure evolution during martensitic transformation for Ti-6Al-4V alloy, encoded b…☆29Feb 1, 2023Updated 3 years ago
- python code for simulation of grain growth using phase field theory☆35Apr 30, 2014Updated 11 years ago
- The repository for the Physics-Regulated Interpretable Machine Learning Microstructure Evolution (PRIMME) framework for learning and emul…☆16Apr 1, 2025Updated 11 months ago
- A phase-field simulation tool for microstructure evolution in multi-component alloy systems☆17Aug 14, 2025Updated 6 months ago
- Visualisation of cellular automatons as grain growths in PyGame!☆12Jun 21, 2022Updated 3 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Nov 30, 2024Updated last year
- Micro-structure Grain Growth Simulation☆29Jul 6, 2019Updated 6 years ago
- Phase-field code in MATLAB to solve the phase-field model of Fan & Chen for Grain Growth phenomena in 2D☆27Apr 9, 2021Updated 4 years ago
- Python script for numerical simulation of grain-growth during solidification of 3D printed metals☆17Mar 15, 2022Updated 3 years ago
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆52Sep 20, 2022Updated 3 years ago
- Phase field code for simulating microstructure evolution due to solid-state phase transformations in multi_component alloys☆17Jul 30, 2020Updated 5 years ago
- Python package for analysing the results of tensile tests☆10Jan 14, 2021Updated 5 years ago
- OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations. To cite this Original Software Publicati…☆11May 19, 2021Updated 4 years ago
- Optimising microstructures numerically (OMicroN). Full field physics-based simulation package for metallic microstructure during treatmen…☆15Feb 12, 2026Updated 3 weeks ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆72Jan 22, 2026Updated last month
- MATLAB Code to Simulate Basic XRD Patterns☆18Dec 24, 2019Updated 6 years ago
- Phase-field crystal solidification simulation codes (mpi C++ and python)☆31Apr 30, 2019Updated 6 years ago
- A collated library of additional MTEX functions & demonstration scripts.☆19Mar 10, 2025Updated 11 months ago
- Allen Cahn CUDA (Phase-Field Simulation of Dendritic Solidification)☆16Oct 31, 2018Updated 7 years ago
- phase field codes for phase transformation in steels☆39Jun 15, 2015Updated 10 years ago
- Aditive manufacturing framework☆12May 26, 2023Updated 2 years ago
- This is a software package for simulation of micro-structure evolution using phase field model☆30Aug 26, 2018Updated 7 years ago
- ☆28Mar 27, 2024Updated last year
- 2020年讯飞开发者大赛温室温度赛道 Top3解决方案☆27Nov 19, 2020Updated 5 years ago
- Cellular automata code for alloy nucleation and solidification written with Kokkos☆85Jan 12, 2026Updated last month
- PRISMS-PF: An Open-Source Phase-Field Modeling Framework☆305Feb 24, 2026Updated last week
- The Mesoscale Microstructure Simulation Project☆70Nov 5, 2020Updated 5 years ago
- VPSC Automation in MTEX for Polycrystal plasticitY Research. An API to quickly automate VPSC using MATLAB and MTEX.☆12Dec 17, 2025Updated 2 months ago
- Düsseldorf Advanced Material Simulation Kit (DAMASK) "live plotter" for Jupyter☆10May 8, 2019Updated 6 years ago
- How-to for working with COMSOL for Crystal Plasticity☆10Aug 10, 2020Updated 5 years ago
- ☆12Jun 17, 2023Updated 2 years ago
- Grain extraction and measurement procedure for Phase-Field-Crystal simulations☆10Dec 16, 2019Updated 6 years ago
- Matflow configuration files and task schemas for running on the University of Manchester's CSF☆10Nov 15, 2025Updated 3 months ago
- ☆11May 9, 2022Updated 3 years ago
- Resources about Phase Field Tutorial☆14Jan 27, 2026Updated last month