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2d-lb

Two-dimensional Lattice boltzmann with Python, Cython, and OpenCL (GPU)

2d-lid-driven-cavity-flow-incompressible-navier-stokes-solver

This repository provides MATLAB code for the lid-driven cavity flow where incompressible Navier Stokes equation is numerically solved using a simple 2nd order finite difference scheme on a staggered grid system.

ai504

Programming for AI Practice

assignment-bank

Contribute alternative assignments for Numerical Methods with Python

book

Code for the book "Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory"

cavity_flow

Solves Navier-Stokes equations for the 2D cavity flow using vorticity-stream function formulation

cfd

Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulations and figures are provided.

cfd-fundamental

Implementation of the 12 steps approach to the Navier-Stokes equations, essential for simulating fluid dynamics.

cfdpython

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

cnavier

Explicit incompressible Navier-stokes solver written in C based on finite-difference schemes

code

Code accompanying The Lattice Boltzmann Method: Principles and Practice

codes_karyashala_2022_nit_rourkela

Codes used for a talk "Python for HPC in CFD"

compphysics

Computational Physics codes

d2q9_zero_for_loop

A Lattice-Boltzmann Method (LBM) based Python code for solving 2D lid driven cavity flow

deep_learning_tutorial

This repository contains files and scripts for understanding the basics of Deep Learning

fdm-nonnewt

Solves the Cauchy Momentum equations for a non-newtonian incompressible fluid using the Finite Difference Method on a 2D grid. The solver is of the explicit type with each iteration corresponding to a step forward in time. The viscosity is updated at each grid point as per the truncated power law.

hpsc_2023

Class git repository for HPSC course at IIT Mandi (ME522) for 2023 Feb term

lbm-1d

1D simulations using Lattice Boltzmann method

lbm-cplusplus-a.a.mohamad

The C++ version code of Lattice Boltzmann Method Fundamentals and Engineering Applications with Computer Codes

learning-python-physics-informed-machine-learning-pinns-deeponets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

liddrivencavity

This repository basically combines all the data required for understanding the Lid Driven Cavity and Navier Stokes Equation's Numerical Solution by taking help from the 12 steps to Navier Stokes eq by lorena Barba

list-lattice-boltzmann-codes

Curated list of some open source codes employing lattice Boltzmann methods

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

mnt-2021-1_lid-driven_cavity

Simulate the flow of a newtonian fluid in a lid-drive cavity with internal obstacles

mpi_examples

Example programs of different MPI functions

neural-pde-solver

numerical-methods

implementation of basic numerical methods

physics-informed-deep-learning-solid-and-fluid-mechanics

Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems

physics-informed-neural-networks

Investigating PINNs

physics-informed-neural-networks-for-solving-reynolds-averaged-navier-stokes-equations