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3d-convneuralnet-material-property-prediction

This repo includes the dataset/code of 3D Convolutional Neural Network for material property prediction

appflowy

AppFlowy is an open-source alternative to Notion. You are in charge of your data and customizations. Built with Flutter and Rust.

charpy-microstructure-machine-learning

Final Year Project: Predicting Charpy impact test data from microstructure data using a machine learning model.

crane

Repository for creating a new MOOSE based application

cristalx

Identification and analysis of polycrystalline microstructures

dent

Software for processing data from nanoindentation experiments

fatigue-life-prediction-of-steel-using-machine-learning

gerardus

Computational biology and medical image processing scripts and programs

gleam

Creating interactive visualizations with Python

hardness

Indentation toolbox

juliaml

Machine Learning Algorithms (Julia)

kc-nanoindentation-analysis-software

Extracts the work from nanoindentation load-unload curves, fits a power-law to the curves, then calculates the fracture toughness.

laguerre-polycrystalline-microstructures

MATLAB functions for generating 3D synthetic polycrystalline microstructures using Laguerre tessellations.

mcrpy

Microstructure Characterization and Reconstruction in Python

mdcs

metal-multiaxial-fatigue-life-prediction-using-deep-learning

This repository contains code for predicting multiaxial fatigue life of metals using deep learning models (CNN, LSTM, and GRU) combined with fully connected layers. It processes a dataset published on Materials Cloud, utilizing high-quality data to train and evaluate the models effectively.

microsim

MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high performance computing to simulate microstructure evolution using the Phase Field technique. Follow us on LinkedIn: https://www.linkedin.com/company/microstructure-simulator/

microstructpy

Microstructure modeling, mesh generation, analysis, and visualization.

microstructure-grains

A code that analyses grains from microstructure images, providing informations such as number of grains and grain size

microstructure-mas

Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte Carlo Potts Model.

multiaxial-high-cycle-fatigue-life-prediction-model

nearest_neighbour

A Python script to estimate the nearest neighbour distance and perform nearest neighbour Monte Carlo simulations

nims

A Matlab toolbox to plot and to analyze nanoindentation data (with conical indenters)

numerical-mooc

A collaborative educational initiative in computational science and engineering.

opensmoke

Numerical framework for reacting systems with detailed kinetic mechanisms

opensmokeppkineticmechanismslibrary

Collection of detailed kinetic mechanisms in CHEMKIN format to be preprocessed with OpenSMOKE++ and Cantera

primme

The repository for the Physics-Regulated Interpretable Machine Learning Microstructure Evolution (PRIMME) framework for learning and emulating microstructure grain growth.

pvttool

A Matlab toolbox for the PVT calculation using the cubic equations of state (EOS)

pycalphad

CALPHAD tools for designing thermodynamic models, calculating phase diagrams and investigating phase equilibria.

pydas

A Python wrapper for the DASSL, DASPK, and DASKR differential algebraic system solvers