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2d_turbulence

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

5.01.heat1d

PDE's: Solvers for heat equation in 1D

5.02.wave1d

PDE's: Solvers for wave equation in 1D

6.01.fast-poisson-solver-in-2d-periodic-box

Fast Fourier Transform (FFT) based direct Poisson solver in 2D for periodic boundary conditions

ashutosh00710

bnn_hvd

Distributed Training of Bayesian Neural Networks at Scale

cae_lstm_roms

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

cans

A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows

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.

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.

data_assimilation

This repository contains assignments of MAE 5010 Course - Data Assimilation

data_driven_symbolic_regression

Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used to identify physical process, numerical schemes, and LES subgrid scale (eddy viscosity) turbulence models.

dd-les

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

diffusers

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

dnn-based-nirom

this repository contains code for SlopeNet using several numerical methods

draw-io-neural

neural network template draw.io

equivariant-net

etc_rom

This repository contains codes for our paper on n Evolve-Then-Correct Reduced Order Model

examples

Chebfun examples collection

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

hits-algorithm

Implementation of the HITS algorithm with Wikipedia data in Hive, Spark and SparkSQL

hybrid_lorenz

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

hybrid_modeling

This repository contains codes related to hybrid analytics and modeling for reduced-order modeling, LES closure, and shock capturing schemes.

interface_learning

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

kdtree-in-python

Source Code for K-d tree in Python series