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Inverse analysis solver for PRISMS-Plasticity CPFEM software
Matlab toolbox for generating 2D meshes from EBSD data
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
VIP cheatsheets for Stanford's CS 229 Machine Learning
[TASE 2024] Official implementation of the paper "Probabilistic Data-Driven Modeling of a Melt Pool in Laser Powder Bed Fusion Additive Manufacturing"
Source code for Crystal Plasticity Finite Element simulation program written in Fortran 90.
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 script for numerical simulation of grain-growth during solidification of 3D printed metals
Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of Taichi
These matlab codes simulate grain growth by solving the phase field equations using a centered finite difference method
UMAT subroutine for Abaqus where all of MML works are included. Enjoy!
A repository of ABAQUS FORTRAN subroutines
CP UMAT and CZM UEL for Abaqus
Code repository corresponding to the "Deep Learned Generators of Porosity Distributions Produced During Metal Additive Manufacturing" paper.
Crystal plasticity finite element code, VUMAT file for Abaqus
PRISMS Crystal Plasticity and Continuum Plasticity FEM code
Open source fatigue framework based on PRISMS-Plasticity CPFE simulation
PyTorch Tutorial for Deep Learning Researchers
🎆Interactive Online Platform that Visualizes Algorithms from Code
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
PyTorch Computer Vision Cookbook, Published by Packt