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Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
The software is a list of Abaqus User MATerial subroutines (VUMAT) for modeling granular flow physics. It includes (1) density dependent Mohr-Coulomb model, (2) density dependent Drager-Prager\Cap model, (3)Gudehus-Bauer hypoplastic model, and (4) critical state-based NorSand model.
An efficient Fortran program to fit a stress-strain curve by the empirical function derived from crystal plasticity.
Slip lines detection on SEM micrograph by Hough transformation
Increase the Yield of Metal 3D Printed Parts by Correlating Print Parameters with Melt Pool Metrics and Material Properties in the Additive Manufacturing Industry utilizing Machine Learning.
Program to insert cohesive interface element by modifying Abaqus Input file
In this project, I am calculating J-integral for a plane stress problem using finite element approach.
Generate/display random 2D vonoroi map
Additive manufacturing simulation with JAX.
Julia finite element implementation of a phase-field model for fracture.
This code is provided with the article "Handling tensors using tensorial Kelvin bases : application to olivine polycrystal deformation modeling using elastically anistropic CPFEM" Jean Furstoss · David Alejandro Ruiz Sarrazola · Marc Bernacki · Daniel Pino Muñoz
A tool to include length scale effects for crystal plasticity using slip distance
Simple implementation of localizing gradient damage model in ABAQUS
use lstm to predict
MAcroscopic Crystal PLAsticity Simulator
User material models for Abaqus (UMAT)
A libary of mechanical material models for finite element simulations.
Matflow extension for the DAMASK crystal plasticity code.
This is to detect the crack tip and the Stress Intensity Factor (SIF) from a displacement field during the fracture. The displacement is evaluated using the DIC.
Matlab-based subroutines for postprocessing VPSC output in Win
mcpm: python implementation of the modified Potts model for grain growth developed in Mason, J. K., et al. "Kinetics and anisotropy of the Monte Carlo model of grain growth." Acta Materialia 82 (2015): 155-166.
Repository of code used for a Master's Degree Final Project in phase field models.
MatLab code for computing mechanical metrics of polycrystals
MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning
3D U-Net based prediction of grain microstructure in additive manufacturing
UMAT subroutine for Abaqus where all of MML works are included. Enjoy!
Multiphysics Object Oriented Simulation Environment
A collection of scripts and convenience functions I use for processing and analysing orientation data in MTEX.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.