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2d-silica-failure-ml

3d-convneuralnet-material-property-prediction

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

datadrivenhomogenization

https://doi.org/10.1016/j.cma.2020.113362

dice

Digital Image Correlation Engine (DICe): a stereo DIC application that runs on Mac, Windows, and Linux

fft-microscale-homogenization

https://doi.org/10.1002/nme.6493

ffthompy

FFT-based homogenization in Python

generation-of-random-3d-fiber

Python script to creat the random 3D fiber

graph-nns_fields_prediction

Graph neural networks for stress and strain fields prediction

implementation-of-gelsight

An implementation of Gelsight Wedge.

jitcdde

Just-in-time compilation for delay differential equations

jitcode

Just-in-Time Compilation for Ordinary Differential Equations

lcefe

Liquid Crystal Elastomer Finite Element Simulation

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

moonlight-s-research

nn_aniso_umat

Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT

opencorr

An open source C++ library for development of digital image correlation and digital volume correlation

prml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pseudospectralpython

A short course in pseudospectral collocation methods for wave equations, with implementations in Python.

rigid-origami

A library for automating rigid-origami crease pattern generation and folding simulation.

rl

The Robotics Library (RL) is a self-contained C++ library for rigid body kinematics and dynamics, motion planning, and control.

rrl-epfl-mori3

This repo contains all code related to RRL's Mori3 robot.

simon596.github.io

sop-cv

Documents used for grad school application

struct-vrnn-pytorch

Reimplementation of Struct-VRNN in PyTorch

tracking

wavelet-neural-operator

wu-simeng