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followers: 7.0 following: 3.0 repos: 32.0 gists: 0.0

Name: Luo Wei

Type: User

Company: Zhejiang University

Location: Hanzhou, China

Luo Wei's Projects

2d_aldic

AL-DIC(Augmented Lagrangian DIC) is a fast, parallel-computing DIC algorithm, which combines advantages of Local Subset DIC (fast, compute in parallel) and Global DIC (guarantee kinematic compatibility).

astroebsd

AstroEBSD - indexing tool for EBSD patterns

autoxrd

Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation

biliroaming

哔哩漫游，解除B站客户端番剧区域限制的Xposed模块，并且提供其他小功能。An Xposed module that unblocks bangumi area limit of BILIBILI with miscellaneous features.

cgcnn

Crystal graph convolutional neural networks for predicting material properties.

cra2ydavid.github.io

My own website

crosspy

Python framework for DIC

damask-parse

Input file writers and output file readers for the crystal plasticity code DAMASK.

defdap

A python library for correlating EBSD and HRDIC data

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

$diffractionclassification icon$ diffractionclassification

An open service to classify diffraction patterns

distortions

Using Machine learning (CMA-ES) to undistord EBSD data

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

$electron-diffraction-cnn icon$ electron-diffraction-cnn

A CLI for training ML models for electron diffraction data

imatgen

image-based generative model for inverse design of solid state materials

lenet5-mnist-pytorch

The simplest implementation of LeNet5 with mnist in PyTorch. Accuracy: ~99%

lightzero

LightZero: A lightweight and efficient MCTS/AlphaZero/MuZero algorithm toolkit.

mam

[IEEE Transactions on Power Systems] Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map

matflow-damask

Matflow extension for the DAMASK crystal plasticity code.

megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

mtex

MTEX is a free Matlab toolbox for quantitative texture analysis. Homepage:

paddlespatial

PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.

parl

A high-performance distributed training framework for Reinforcement Learning

peak_stress_in_microstructures

The project aims to analyse the factors responsible for high stress regions in microstructures.

polycrystalgraph

Code base for the graph neural network-based polygrain microstructure property prediction project

polygraph

Graph-based Deep Learning of Polycrystals

pytorch-cifar

95.47% on CIFAR10 with PyTorch

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

slipanalysis

Calculates and plots schmid factors, plane traces and opening angles in a deformed sample

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