dreamerqizgq

Non-linear-dynamics-Strogatz

Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.

Partial-Differential-Equation

This project is a part of my thesis focusing on researching and applying the general-purpose graphics processing unit (GPGPU) in high performance computing. In this project, I applied GPU Computing and the parallel programming model CUDA to solve the diffusion equation.

DeepGalerkinMethod

Companion code for "Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning" by A. Al-Aradi, A. Correia, D. Naiff, G. Jardim and Y. Saporito (https://arxiv.org/abs/1811.08782)

VoronoiFVM.jl

Solution of nonlinear multiphysics partial differential equation systems using the Voronoi finite volume method

Kranc

A Mathematica package for generating code for solving time dependent partial differential equations

FourierFlows.jl

Tools for building fast, hackable, pseudospectral partial differential equation solvers on periodic domains

py-pde

Python package for solving partial differential equations using finite differences.

numpde-fall2018

CSCI-5636 Numerical Solution of Partial Differential Equations

pydens

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

findiff

Python package for numerical derivatives and partial differential equations in any number of dimensions.

SPDENN

A Discussion on Solving Partial Differential Equations using Neural Networks

firedrake

Firedrake is an automated system for the portable solution of partial differential equations using the finite element method (FEM)

fdm-book

Resources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen

data-driven-discretization-1d

Code for "Learning data-driven discretizations for partial differential equations"

DeepHPMs

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

HPM

Hidden physics models: Machine learning of nonlinear partial differential equations

num-methods-for-PDEs

Lecture material on numerical methods for partial differential equations.

PINNs

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

scipy

SciPy library main repository

JupyterNotebook

Jupyter Notebook Assignments etc.

jupyters_and_slides

mathematicalpython

Introduction to Mathematical Computing with Python and Jupyter

cpython

The Python programming language

ResNeSt

ResNeSt: Split-Attention Networks

Python

All Algorithms implemented in Python

Python

最良心的 Python 教程：

python3-cookbook

《Python Cookbook》 3rd Edition Translation

Small_Projects_With_Mathematica

Just A lot of small projects I do with Mathematica

RHPackage

A Mathematica package for solving Riemann–Hilbert problems numerically

Mathematica

Mathematica Packages