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12-steps-to-navier-stokes-equations_cpp

Implementation of the "12 Steps to Navier Stokes Equations" by Prof. Lorena A. Barba in C++.

advance_programing_exam

advanced_programming_2020

advanced_programming_2023-2024

Material for the "Advanced Programming" course, Academic Year 2023-2024. Joint course offered by SISSA and UniTS.

assessment-of-hybrid-dlrom

POD-RNN and CRAN

awesome-scientific-computing

:sunglasses: Curated list of awesome software for numerical analysis and scientific computing

basic-dynamic-mesh-tutorial-openfoam

Files that go along with our youtube tutorial

basicopenfoamprogrammingtutorials

Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.

cpp_torch

It is tiny-dnn based on libtorch. Only headers without dependencies other than libtorch, deep learning framework

deep-learning-youtube

dl-rom

Deep Learning for Reduced Order Modelling

draft-report

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exampleswithlmaoptimizationcpp

Many examples of many features of many software packages

foam-extend-4.1

foam-fsi

Fluid-Structure Interaction solvers for foam-extend

foundations_of_hpc_2021

This repository collects the materials from the course "Foundations of HPC", 2021, at the Data Science and Scientific Computing Department, University of Trieste

ithaca-fv

Reduced order modelling techniques for OpenFOAM

learntorch

Tutorials for PyTorch C++

libcompressibletools

OpenFOAM library for compressible flow calculations - boundary conditions, linear solvers (BiCGStab from extend-project), function objects

lstm_rom_arxiv

A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269

my_fsi

pod fsi with roms in the fv settings.

numerical-analysis-2020-2021

Numerical Analysis -- Applied Mathematics

openfoam-5.x

OpenFOAM Foundation patch version of OpenFOAM-5

pod-pinn

POD-PINN code and manuscript

podrbf_nirom

Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations

precice

A coupling library for partitioned multi-physics simulations, including, but not restricted to fluid-structure interaction and conjugate heat transfer simulations.

python-machine-learning

Tous les codes utilisés dans la série YouTube Python Spécial Machine Learning !

pytorchtutorial

PyTorch Tutorials from my YouTube channel

reconstruct-interpolate-fields

Utilities designed for OpenFOAM, for reconstructing and interpolating fields at the post-processing stage.