saiguruprasad

NeurIPS2024-ML4CFD-competition-Starting-Kit

STLRoughPipes

phoronix-test-suite

The Phoronix Test Suite open-source, cross-platform automated testing/benchmarking software.

Resources-for-engineering-students-who-like-mathematics

This is a collection of resources that I feel will prove useful to anyone studying in the area of engineering but also like mathematics. I urge anyone who comes across this, to contribute to the list in proper sequence/indexing

OpenMDAO

OpenMDAO repository.

adflow

ADflow is a finite volume RANS solver tailored for gradient-based aerodynamic design optimization.

PSc_HIT3D

A Parallel Integrated Computational-Statistical Platform for Homogeneous Turbulent Transport

Basics_of_HPC

The example codes discussed in the course are available here.

hpcshiksha-openmp

shenfun

High performance computational platform in Python for the spectral Galerkin method

cs-video-courses

List of Computer Science courses with video lectures.

nsepy

Python Library to get publicly available data on NSE website ie. stock quotes, historical data, live indices

mfem

Lightweight, general, scalable C++ library for finite element methods

TensorFlowFoam

Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development

SimulAI

SimulAI: Complete Deep Computer-Vision Methodology for Investigating Hydrodynamic Instabilities

PDE-FIND

THT-CNN

Prediction of turbulent heat transfer using convolutional neural networks (CNNs)

Tamil-AI

Tamil Handwriting Detection through Deep Learning

DeePyMoD_tensorflow

This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyMoD_torch

nsf-grfp-analysis

NSF GRFP Awardee/Honorable Mention dataset and scrape script.

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

manim

Animation engine for explanatory math videos

learning_airfoils

Repository to reproduce the experiments in the paper "Deep learning observables in computational fluid dynamics"

Projects-Solutions

:pager: Links to others' solutions to Projects (https://github.com/karan/Projects/)

Deep-Flow-Prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

FluidNet

Accelerating Eulerian Fluid Simulation With Convolutional Networks

deepLearningBook-Notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

DeepVIV

Deep Learning of Vortex Induced Vibrations

PINNs

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