surajp92

CFD_Julia

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

PGML

This repository contains codes related to our work on physics-guided machine learning.

2D_Turbulence

This repository contains code for data-driven LES of two-dimensional turbulence.

Channel_Flow

This repository contains the codes for DNS of channel flow.

PGML_ROM

This repository contains codes related to manuscript on "Model fusion with physics-guided machine learning: projection based reduced order modeling"

Physics_informed_GANs_turbulent_flows

Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution (DNS) fields without solving NS equations numerically.

Interface_Learning

This repository contains codes for coupled FDM-LBM solver for the FitzHugh-Nagumo model for different types of interface boundary closure.

nirom-da-sst

PythonFOAM

In-situ data analyses and machine learning with OpenFOAM and Python

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

Hybrid_Lorenz

This repository contains codes for paper on nonintrusive hybrid neural-physics modeling of incomplete dynamical systems.

Random_Codes

This repository contains some random codes I wrote for learning anything new or to experiment with some of the algorithms etc.

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Ashutosh00710

CAE_LSTM_ROMS

Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"

Data_assimilation

This repository contains assignments of MAE 5010 Course - Data Assimilation

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

Equivariant-Net

floris

A controls-oriented engineering wake model. Documentation at

francois-rozet

François Rozet GitHub Profile README

github-readme-activity-graph

A dynamically generated activity graph to show your GitHub activities of last 31 days.

hello-world

Hello world repository

NIROM_SST

This repository contains code for neural architecture search for the LSTM network to build nonintrusive reduced order model of the NOAA sea surface temperature data set.

Physics-informed-DeepONets

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

ROM-FOM-Coupling

Interface learning for ROM-FOM coupling

Spoon-Knife

This repo is for demonstration purposes only.

surajp92

transformer

wind_energy

Application of PGML for wind energy control applications.