Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software

cfd_julia

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.

cl722

Interactive Pluto notebooks for the course of CL-722 (Introduction to Interfacial Waves), Spring 2022-23 Semester

crnn_alpha

Alpha preview of the code for the paper https://arxiv.org/abs/2002.09062

datadrivendiffeq.jl

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

diffeqflux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

diffeqoperators.jl

Linear operators for discretizations of differential equations and scientific machine learning (SciML)

fftsfornavierstokes

Code based on a course project (CM501, Advanced Computational Methods for Turbulent Incompressible Flow) at IIT Bombay. Course Instructor : Prof. S. Ravichandran

gaschemesolids

Generalised-alpha scheme for structural dynamics

github-slideshow

A robot powered training repository :robot:

ithaca-fv

Reduced order modelling techniques for OpenFOAM

learning-cellular-automata-basics

Work in progress

manim

A community-maintained Python framework for creating mathematical animations.

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations