manirm's repositories
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.
CristalX
Identification and analysis of polycrystalline microstructures
dent
Software for processing data from nanoindentation experiments
hardness
Indentation toolbox
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
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.
nearest_neighbour
A Python script to estimate the nearest neighbour distance and perform nearest neighbour Monte Carlo simulations
PRIMME
The repository for the Physics-Regulated Interpretable Machine Learning Microstructure Evolution (PRIMME) framework for learning and emulating microstructure grain growth.
pyimgui
Cython-based Python bindings for dear imgui
Research-Materials-Fatigue
The work consists of a review and critical analysis of the possibilities of using the reformulation of the Theory of Critical Distance, by the Point Method, proposed by Susmel and Taylor (2007 ) for the prediction of life in midle-cycle regime, for components weakened by any kind of notch and under both traction and bending regimes,for both pl
stabix
Slip transfer analysis toolbox and GUIs (Matlab)
TriDiMap
Matlab functions to plot 2D and 3D maps from nanoindentation tests.