Pinned Repositories
2D_Turbulence
This repository contains code for data-driven LES of two-dimensional turbulence.
CFD-Heat-Transfer
This folder contains all the codes developed as a part of the home works for ME6434 class.
CFD_Julia
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
Channel_Flow
This repository contains the codes for DNS of channel flow.
DD-LES
This repository contains codes for two-dimensional Kraichnan turbulence. Below is the brief description of each folder:
DNN-based-NIROM
this repository contains code for SlopeNet using several numerical methods
Interface_Learning
This repository contains codes for coupled FDM-LBM solver for the FitzHugh-Nagumo model for different types of interface boundary closure.
LSTM_Nudging
This repository contains code for LSTM based nudging scheme for data assimilation of geophysical flows.
PGML
This repository contains codes related to our work on physics-guided machine learning.
PGML_ROM
This repository contains codes related to manuscript on "Model fusion with physics-guided machine learning: projection based reduced order modeling"
surajp92's Repositories
surajp92/CFD_Julia
This repository contains fundamental codes related to CFD that can be included in any graduate level CFD coursework.
surajp92/PGML
This repository contains codes related to our work on physics-guided machine learning.
surajp92/2D_Turbulence
This repository contains code for data-driven LES of two-dimensional turbulence.
surajp92/Channel_Flow
This repository contains the codes for DNS of channel flow.
surajp92/PGML_ROM
This repository contains codes related to manuscript on "Model fusion with physics-guided machine learning: projection based reduced order modeling"
surajp92/nirom-da-sst
surajp92/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.
surajp92/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.
surajp92/Hybrid_Lorenz
This repository contains codes for paper on nonintrusive hybrid neural-physics modeling of incomplete dynamical systems.
surajp92/PythonFOAM
In-situ data analyses and machine learning with OpenFOAM and Python
surajp92/Random_Codes
This repository contains some random codes I wrote for learning anything new or to experiment with some of the algorithms etc.
surajp92/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
surajp92/Ashutosh00710
surajp92/CAE_LSTM_ROMS
Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"
surajp92/Data_assimilation
This repository contains assignments of MAE 5010 Course - Data Assimilation
surajp92/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
surajp92/Equivariant-Net
surajp92/floris
A controls-oriented engineering wake model. Documentation at
surajp92/francois-rozet
François Rozet GitHub Profile README
surajp92/github-readme-activity-graph
A dynamically generated activity graph to show your GitHub activities of last 31 days.
surajp92/hello-world
Hello world repository
surajp92/Physics-informed-DeepONets
surajp92/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.
surajp92/resume
surajp92/ROM-FOM-Coupling
Interface learning for ROM-FOM coupling
surajp92/Spoon-Knife
This repo is for demonstration purposes only.
surajp92/surajp92
surajp92/transformer
surajp92/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
surajp92/wind_energy
Application of PGML for wind energy control applications.