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geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

granularflowmodels

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.

hard-fit-by-minimization

An efficient Fortran program to fit a stress-strain curve by the empirical function derived from crystal plasticity.

houghtransformation

Slip lines detection on SEM micrograph by Hough transformation

increaseamyield

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.

insert_czm_to_abaqus_input

Program to insert cohesive interface element by modifying Abaqus Input file

interpretablepslinkagesinmetaladditivemanufacturing

j-integral

In this project, I am calculating J-integral for a plane stress problem using finite element approach.

javamapgenerator

Generate/display random 2D vonoroi map

jax-am

Additive manufacturing simulation with JAX.

juliapf

Julia finite element implementation of a phase-field model for fracture.

kelvin-decomposition

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

lengmorph

A tool to include length scale effects for crystal plasticity using slip distance

localizing-gradient-damage-with-umat-umatht

Simple implementation of localizing gradient damage model in ABAQUS

lstm

use lstm to predict

macplas

MAcroscopic Crystal PLAsticity Simulator

materialmodels

User material models for Abaqus (UMAT)

materialmodels.jl

A libary of mechanical material models for finite element simulations.

matflow-damask

Matflow extension for the DAMASK crystal plasticity code.

matlab-cracktip-sif

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_vpsc_wins

Matlab-based subroutines for postprocessing VPSC output in Win

mcpm

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.

mdfp_cahn_hilliard

Repository of code used for a Master's Degree Final Project in phase field models.

mechmet

MatLab code for computing mechanical metrics of polycrystals

meltpoolnet

MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning

metal-fatigue

ml_micro

3D U-Net based prediction of grain microstructure in additive manufacturing

mml_subroutine_public

UMAT subroutine for Abaqus where all of MML works are included. Enjoy!

moose

Multiphysics Object Oriented Simulation Environment

mtex-snippets

A collection of scripts and convenience functions I use for processing and analysing orientation data in MTEX.