Lejeune-Lab's repositories
sarcgraph
SarcGraph - A software for automatic detection, tracking and analysis of sarcomeres in hiPSC-CMs
model-calibration
The code used to generate the results in the manuscript:
ood_mechanics
code for the paper "Out of Distribution Generalization for Problems in Mechanics"
MultiRes-WNet
Code for training and testing MultiRes-WNet for full field quantity of interest prediction
Mechanical-MNIST-Crack-Path
The code used for generating Mechanical MNIST Crack Path dataset
ch-pattern-synthesis
Neural Network for SQoI Prediction + Data Synthesis with GANs
ABC_dataset
Code for ML, domain generation, graph generation of ABC dataset
Sarc-Graph
segmentation, tracking, and analysis of sarcomeres in hiPSC-CMs
Mechanical-MNIST-fashion
Code to generate the Mechanicl MNIST - Fashion dataset
Mechanical-MNIST-Transfer-Learning
Mechanical MNIST - Multi-Fidelity - Code to generate datasets and metamodels
BIC
Buckling Instability Classification (BIC) dataset, code to generate the BIC dataset and metamodels
Mechanical-MNIST
Mechanical-MNIST is a benchmark dataset for mechanical metamodels -- this repository contains code to generate datasets and metamodels for Mechanical-MNIST