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lab-workshops

Materials for workshops on text mining, machine learning, and data visualization

lhs

Provides a number of methods for creating and augmenting Latin Hypercube Samples and Orthogonal Array Latin Hypercube Samples

ls-dyna-subroutines

Basic User Material subroutines in explicit dynamics software LS-DYNA

materialmodel

VUMAT for Abaqus explicit

meshio

:spider_web: input/output for many mesh formats

molecular-dynamics-simulations-of-fracture

A molecular dynamics tutorial for new researchers in the area of nanomechanics.

moose_ray

Multiphysics Object Oriented Simulation Environment

oapackage

Orthogonal Array package for parametric study

peridigm

Peridigm peridynamics code.

periodicboundarycondition

A plugin for Abaqus CAE 2018 to define periodic boundary conditions to 3D geometry

practical-micromechanics

practicalai

A practical approach to learning machine learning.

pyabaqus

Type hints for Abaqus/Python scripting (The repo has been moved to https://github.com/haiiliin/abqpy).

qd-cae-python

qd python library for CAE (currently mostly LS-Dyna)

raysblog

this is the personal blog from Ray

raysblog.github.io

this is the personal blog from Ray

rlwithreplay

This is the source code to simulate model-based (MB) and model-free (MF) reinforcement learning algorithms with replays in grid worlds.

rve_generation_of_plain_woven_composite

Automatic generation and discretization of fully periodic RVEs of plain woven composites_Nadine

sim-data

This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how the datasets can be loaded.

softx-d-15-00085

A GPU based discrete element method (DEM) framework. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S235271101630005X

tensorflow_macos

TensorFlow for macOS 11.0+ accelerated using Apple's ML Compute framework.

textext

Re-editable LaTeX graphics for Inkscape

vumat

Routines for material modelling in Abaqus/Explicit