shihaocui Goto Github PK

neuralpde.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

nn_and_wnn

通过反向传播算法实现神经网络和小波神经网络。Implement neural network and wavelet neural network through back-propagation algorithm. Реализация нейронных сетей и вейвлет-нейронных сетей с помощью метода обратного распространения ошибки.

nsga-ii

多目标优化遗传算法，python实现&动态展示过程

pdesbynns

This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means of neural networks using TensorFlow.

phd_code

r and matlab code, datasets, published papers for my phd study 2011-2015

pigptimoshenkobeam

pinn-elastodynamics

physics-informed neural network for elastodynamics problem

pinn_burgers

Physics Informed Neural Network (PINN) for Burgers' equation.

pinn_paper

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pinns-1

Physics Informed Neural Networks

pinns_wave_inversion

projectrul

to prediction the remain useful life of bearing based on 2012 PHM data

python-code

Variety of miscellaneous code of python

qga

量子遗传算法Python实现

qga_python

QGA for multi-parameters optimization

quantum

Hybrid Quantum-Classical Machine Learning in TensorFlow

rul-prediction-of-li-ion-batteries

RNN-flavoured Ensembling to Predict Remaining Useful Life of Lithium-ion Batteries

selfteaching-learning-notes.github.io

自学营学员学习笔记

selfteaching-python-camp

sequential_pinn

Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems

signal-singularity-detection

基于小波变换的信号突变点检测MATLAB实现

signalsystem

Signal & System

simple-phase-shift-method

The phase-shift method (also known as the wavefield transformation method) was first described by Park et al. in 1998. The phase-shift method is a wave transformation technique to obtain a phase-velocity spectra (dispersion image) based on a multichannel impulsive shot gather (Park et al., 1998).

simple_reinforcement_learning

singular-spectrum-analysis

SSA for image denoising

sp_lib

Signal processing method and algorithm library

specfem2d

SPECFEM2D simulates forward and adjoint seismic wave propagation in two-dimensional acoustic, (an)elastic, poroelastic or coupled acoustic-(an)elastic-poroelastic media, with Convolution PML absorbing conditions.

ssa-for-matlab

User friendly MATLAB Singular Spectrum Analysis toolkit that really works!

stacked_bidirectional_unidirectional_lstm

Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network