psaitas

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

meshio

:spider_web: input/output for many mesh formats

pygmsh

:spider_web: Gmsh for Python

DREAM3D

Data Analysis program and framework for materials science data analytics, based on the managing framework SIMPL framework.

bullet-constraints-builder

Add-on for Blender to connect rigid bodies via constraints in a physical plausible way. (You only need the ZIP file for installation in Blender. Click the filename and at the next page "Download", right click and "Save As" won't work!)

Pythonocc-CAD

Lightweight 3d software based on pythonocc

abapy

Easy FEM pre / post processing using Python

WABBIT

Wavelet Adaptive Block-Based solver for Interactions with Turbulence

Abaqus2Matlab

Software connecting Abaqus and Matlab

POD-RBF

Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network

optimism

Computational solid mechanics made easy with Jax

poblano_toolbox

Nonlinear optimization for MATLAB.

spat

A graphical user interface for measuring and performing inter-active analysis of physical unclonable functions (PUFs)

Coursera_FEM_Physics

Materials from the coursera course on Finite Element Methods in Physics with programming assignments written in Deal ii

DeepLearningMOR

Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechanics and Engineering (CMAME).

abaqus_le_linux_wine

Installation and running Abaqus Learning/Student Edition on Linux with Wine

Digital-Image-Correlation-DIC-

DIC Adapted for Damage Mechanics and Cracks

cubit_dakota

HOSC-data

Runs of MATLAB using DAKOTA on HOSC

deep_generative_neural_net

Contains trained cGANs, data, and MATLAB scripts used in our recent paper

MakeAbaqusInputFile.jl

A Julia package to write ABAQUS input files for performing homogenisation of composite materials.

AbaqusDATreader

Heterogeneous_Materials_Toolbox

Set of process used to analyze and perform simulations in porous media

OpenPNM

A Python package for performing pore network modeling of porous media

GmshReader

ParaView reader for GMSH meshes.

RBniCS

RBniCS - reduced order modelling in FEniCS

porespy

A set of tools for characterizing and analying 3D images of porous materials

HMX-ML-Elasticity

pydictoolkit

Toolkit to further analyze 2D and 3D Digital Image Correlation results. The current work focuses on strain evolution at the surface of growing biological materials.