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Inverse analysis solver for PRISMS-Plasticity CPFEM software

Python 7 3 Updated Jul 13, 2023

Matlab toolbox for generating 2D meshes from EBSD data

MATLAB 49 18 Updated Jun 3, 2024

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch

Jupyter Notebook 1,104 230 Updated Jan 22, 2025

VIP cheatsheets for Stanford's CS 229 Machine Learning

17,928 3,992 Updated May 20, 2020

[TASE 2024] Official implementation of the paper "Probabilistic Data-Driven Modeling of a Melt Pool in Laser Powder Bed Fusion Additive Manufacturing"

Python 8 1 Updated Aug 10, 2024

Source code for Crystal Plasticity Finite Element simulation program written in Fortran 90.

Fortran 25 10 Updated Feb 19, 2015

This repository includes codes and description corresponding to the paper entitled, "Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning".

Python 8 4 Updated Nov 18, 2022

Python script for numerical simulation of grain-growth during solidification of 3D printed metals

Python 15 1 Updated Mar 15, 2022

Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of Taichi

Python 38 9 Updated Sep 20, 2022

These matlab codes simulate grain growth by solving the phase field equations using a centered finite difference method

MATLAB 75 20 Updated Jan 25, 2019

UMAT subroutine for Abaqus where all of MML works are included. Enjoy!

Fortran 37 12 Updated Nov 22, 2023

A repository of ABAQUS FORTRAN subroutines

Fortran 152 42 Updated Apr 19, 2022

CP UMAT and CZM UEL for Abaqus

Fortran 170 75 Updated Nov 25, 2024

100 Days of ML Coding

46,408 10,774 Updated Dec 29, 2023

Code repository corresponding to the "Deep Learned Generators of Porosity Distributions Produced During Metal Additive Manufacturing" paper.

Jupyter Notebook 6 1 Updated Apr 7, 2023

Crystal plasticity finite element code, VUMAT file for Abaqus

Fortran 86 25 Updated Nov 8, 2024

PRISMS Crystal Plasticity and Continuum Plasticity FEM code

C++ 162 84 Updated Jan 18, 2024

Open source fatigue framework based on PRISMS-Plasticity CPFE simulation

Python 38 14 Updated Oct 13, 2023

PyTorch Tutorial for Deep Learning Researchers

Python 30,784 8,166 Updated Aug 15, 2023

🎆Interactive Online Platform that Visualizes Algorithms from Code

JavaScript 47,134 7,334 Updated Jun 9, 2024

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

HTML 2,453 654 Updated May 13, 2024

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Python 38,753 7,344 Updated Nov 27, 2022

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Jupyter Notebook 13,945 3,288 Updated Aug 12, 2024

PyTorch Computer Vision Cookbook, Published by Packt

Jupyter Notebook 308 164 Updated Oct 31, 2022
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