The repository for the Physics-Regulated Interpretable Machine Learning Microstructure Evolution (PRIMME) framework for learning and emulating microstructure grain growth.
☆15Apr 1, 2025Updated 11 months ago
Alternatives and similar repositories for PRIMME
Users that are interested in PRIMME are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Nov 30, 2024Updated last year
- graph neural networks for grain growth simulations☆18Feb 9, 2025Updated last year
- python code for simulation of grain growth using phase field theory☆35Apr 30, 2014Updated 11 years ago
- This repository contains the subroutine source code of Emilio Martínez-Pañeda on various physical problems. This is his website https://w…☆15Oct 13, 2025Updated 5 months ago
- OptiMic: A tool to generate optimized polycrystalline microstructures for materials simulations. To cite this Original Software Publicati…☆11May 19, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆28Mar 27, 2024Updated 2 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆76Jan 22, 2026Updated 2 months ago
- Micro-structure Grain Growth Simulation☆29Jul 6, 2019Updated 6 years ago
- Visualisation of cellular automatons as grain growths in PyGame!☆12Jun 21, 2022Updated 3 years ago
- A collated library of additional MTEX functions & demonstration scripts.☆19Mar 10, 2025Updated last year
- Optimising microstructures numerically (OMicroN). Full field physics-based simulation package for metallic microstructure during treatmen…☆15Feb 12, 2026Updated last month
- ☆10Mar 31, 2021Updated 4 years ago
- These matlab codes simulate grain growth by solving the phase field equations using a centered finite difference method☆91Jan 25, 2019Updated 7 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
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆53Sep 20, 2022Updated 3 years ago
- Aditive manufacturing framework☆12May 26, 2023Updated 2 years ago
- ☆11May 9, 2022Updated 3 years ago
- 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
- How-to for working with COMSOL for Crystal Plasticity☆10Aug 10, 2020Updated 5 years ago
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆84Oct 14, 2025Updated 5 months ago
- Cellular automata code for alloy nucleation and solidification written with Kokkos☆86Mar 13, 2026Updated 2 weeks ago
- UW Software Engineering for Data Science Website☆22Jan 15, 2026Updated 2 months ago
- ☆12Dec 3, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The Mesoscale Microstructure Simulation Project☆70Nov 5, 2020Updated 5 years ago
- A Python toolkit to perform common tensor operations in Continuum Mechanics☆18Mar 19, 2026Updated last week
- phase field codes for phase transformation in steels☆40Jun 15, 2015Updated 10 years ago
- Resources about Phase Field Tutorial☆16Jan 27, 2026Updated 2 months ago
- Düsseldorf Advanced Material Simulation Kit (DAMASK) "live plotter" for Jupyter☆10May 8, 2019Updated 6 years ago
- A meso-scale lattice simulation engine, including geometry creation, meshing, and homogenization-based finite element simulation.☆17Dec 9, 2025Updated 3 months ago
- links to useful information for COMSOL multiphysics☆19Aug 22, 2025Updated 7 months ago
- Open source fatigue framework based on PRISMS-Plasticity CPFE simulation☆47Oct 13, 2023Updated 2 years ago
- Matflow configuration files and task schemas for running on the University of Manchester's CSF☆10Nov 15, 2025Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- MATLAB Code to Simulate Basic XRD Patterns☆18Dec 24, 2019Updated 6 years ago
- ☆38Mar 8, 2024Updated 2 years ago
- MATLAB codes for processing COMSOL data☆15Mar 23, 2020Updated 6 years ago
- This repository implements a Cellular Automata model for simulating grain evolution, written in Python and MATLAB. It can read and output…☆42Oct 19, 2025Updated 5 months ago
- VPSC Automation in MTEX for Polycrystal plasticitY Research. An API to quickly automate VPSC using MATLAB and MTEX.☆12Dec 17, 2025Updated 3 months ago
- Meshless methods for Computational Mechanics☆18Apr 26, 2022Updated 3 years ago
- ☆13Jun 17, 2023Updated 2 years ago