Suraj Pawar (@surajp92)
github

surajp92

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Top repositories

1

CFD_Julia

This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
Julia
479
star
2

PGML

This repository contains codes related to our work on physics-guided machine learning.
C++
15
star
3

Channel_Flow

This repository contains the codes for DNS of channel flow.
Python
9
star
4

2D_Turbulence

This repository contains code for data-driven LES of two-dimensional turbulence.
Python
9
star
5

PGML_ROM

This repository contains codes related to manuscript on "Model fusion with physics-guided machine learning: projection based reduced order modeling"
Python
5
star
6

CFD-Heat-Transfer

This folder contains all the codes developed as a part of the home works for ME6434 class.
Fortran
5
star
7

LSTM_Nudging

This repository contains code for LSTM based nudging scheme for data assimilation of geophysical flows.
Python
4
star
8

DD-LES

This repository contains codes for two-dimensional Kraichnan turbulence. Below is the brief description of each folder:
Python
2
star
9

ML-Parameterization

This repository contains code for the paper "Data assimilation empowered neural network parameterizations for subgrid processes in geophysical flows"
Python
2
star
10

Interface_Learning

This repository contains codes for coupled FDM-LBM solver for the FitzHugh-Nagumo model for different types of interface boundary closure.
Python
2
star
11

DNN-based-NIROM

this repository contains code for SlopeNet using several numerical methods
Jupyter Notebook
2
star
12

nirom-da-sst

Python
2
star
13

MPI-Parallel-Programming

This repository contains simple code I am writing to learn parallel computing using MPI.
Fortran
1
star
14

Machine_Learning

This repository contains simple machine learning codes written for learning Keras
Python
1
star
15

Random_Codes

This repository contains some random codes I wrote for learning anything new or to experiment with some of the algorithms etc.
Jupyter Notebook
1
star
16

OpenMP--Parallel-Programming

This repository contains simple codes I have written to learn using OpenMP in Fortran.
Fortran
1
star
17

Hybrid_Lorenz

This repository contains codes for paper on nonintrusive hybrid neural-physics modeling of incomplete dynamical systems.
Python
1
star