Blue-Giant

ana_cont-GreenFunc-

Package for analytic continuation of many-body Green's functions

AVENN

FMPINN

Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neural networks(dubbed FMPINN), the solver of FMPINN is configured as a multi-scale deep neural networks.

MRFGAT_NET

MscaleDNN_tf1

Multi-scale DNN for solving elliptic multi-scale PDEs by shifting the input data in narrow-range into large-range, then fed the transformed data into the DNN pipline

MscaleDNN_tf1Class

MscaleDNN_torch

Multi-scale DNN for solving elliptic multi-scale PDEs by shifting the input data in narrow- range into large-range, then fed the transformed data into the DNN pipline

Paper_List

PIELM_Numpy

Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem

SubspaceDNN_tf1

Blue-Giant/PIELM_Numpy

Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem

Blue-Giant/FMPINN

Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neural networks(dubbed FMPINN), the solver of FMPINN is configured as a multi-scale deep neural networks.

Blue-Giant/MscaleDNN_torch

Multi-scale DNN for solving elliptic multi-scale PDEs by shifting the input data in narrow- range into large-range, then fed the transformed data into the DNN pipline

Blue-Giant/MscaleDNN_tf1

Multi-scale DNN for solving elliptic multi-scale PDEs by shifting the input data in narrow-range into large-range, then fed the transformed data into the DNN pipline

Blue-Giant/MscaleDNN_tf1Class

Blue-Giant/Paper_List

Blue-Giant/ana_cont-GreenFunc-

Package for analytic continuation of many-body Green's functions

Blue-Giant/AVENN

Blue-Giant/BERT-pytorch

Google AI 2018 BERT pytorch implementation

Blue-Giant/Deep-Learning2image-processing

deep learning for image processing including classification and object-detection etc.

Blue-Giant/DNN2Convid

Blue-Giant/efficient-kan_lxa

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Blue-Giant/FNO

Fourier_neural_operator

Blue-Giant/fourier-neural-operator

Blue-Giant/fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

Blue-Giant/Fourier_NN_CSD3

Experiments with FNO and its variants over MHD and Navier-Stokes Modelling

Blue-Giant/GF-Net-LearningGreen-

Code for paper "Learning Green's Functions of Linear Reaction-Diffusion Equations with Application to Fast Numerical Solver"

Blue-Giant/GUI2ZSY

Blue-Giant/kccGreenFunc

Periodic coupled-cluster Green's function for realistic solids

Blue-Giant/MagiOPT

A Unified Pytorch Optimizer for Numerical Optimization

Blue-Giant/Navier_Stokes_conertube2D

Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation

Blue-Giant/NeuralOperators.jl

DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia

Blue-Giant/NormalizedPINN

Blue-Giant/ORB_SLAM3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

Blue-Giant/SFHCPINN

Solving a class of advection-diffusion equations with smooth or multiple scales components by combining Fourier-based subnet physics informed neural networks and hard boundary technique

Blue-Giant/SpaceTimeDNN

Blue-Giant/SubspaceDNN_tf1Class

Blue-Giant/Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Blue-Giant/vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Blue-Giant/WAN2PDE

Deep learning course project