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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.Channel_Flow
This repository contains the codes for DNS of channel flow.2D_Turbulence
This repository contains code for data-driven LES of two-dimensional turbulence.PGML_ROM
This repository contains codes related to manuscript on "Model fusion with physics-guided machine learning: projection based reduced order modeling"CFD-Heat-Transfer
This folder contains all the codes developed as a part of the home works for ME6434 class.LSTM_Nudging
This repository contains code for LSTM based nudging scheme for data assimilation of geophysical flows.DD-LES
This repository contains codes for two-dimensional Kraichnan turbulence. Below is the brief description of each folder:ML-Parameterization
This repository contains code for the paper "Data assimilation empowered neural network parameterizations for subgrid processes in geophysical flows"Interface_Learning
This repository contains codes for coupled FDM-LBM solver for the FitzHugh-Nagumo model for different types of interface boundary closure.DNN-based-NIROM
this repository contains code for SlopeNet using several numerical methodsMPI-Parallel-Programming
This repository contains simple code I am writing to learn parallel computing using MPI.Machine_Learning
This repository contains simple machine learning codes written for learning KerasRandom_Codes
This repository contains some random codes I wrote for learning anything new or to experiment with some of the algorithms etc.OpenMP--Parallel-Programming
This repository contains simple codes I have written to learn using OpenMP in Fortran.Hybrid_Lorenz
This repository contains codes for paper on nonintrusive hybrid neural-physics modeling of incomplete dynamical systems.Love Open Source and this site? Check out how you can help us