compphysgeek Goto Github PK

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

compsciprogram

This repository contains exercises and projects on computational science and AI for the CompSci program. Lecture notes at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html

computationalphysics

Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.

computationalphysics2

Advanced course in Computational Physics, see texbook at http://compphysics.github.io/ComputationalPhysics2/doc/LectureNotes/_build/html/ with an emphasis on computational quantum mechanics, machine learning and quantum computing.

cudalibrarysamples

CUDA Library Samples

lagrange-dynamics-in-cpp

matplotlib-cpp

Extremely simple yet powerful header-only C++ plotting library built on the popular matplotlib

particlesimulator

OpenGL and C++ particle simulation uses compute shaders to do collision by spatial hashing article: benschreyer.github.io. The basic OpenGL classes are based on code written in these tutorials, everything past that is mine:https://www.youtube.com/watch?v=OR4fNpBjmq8&t=1s . Demo here https://www.youtube.com/watch?v=0AhUzvy_RX8

phasetransition

A 2d particle physics simulator with good visualization and high-performance integrator

phiflow

A differentiable PDE solving framework for machine learning

pinns

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

verletsfml

youtube

All of the code shown in my YouTube tutorials. Files are grouped by Playlist, then Video Title.