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OpenFOAM functionObject for postProcessing, getting the conditional averaged fields with a given scalarField

C 12 8 Updated May 27, 2021

This repository contains a turbulence generator for inlet boundary condition in OpenFOAM 2.3.0.

C++ 5 3 Updated Mar 27, 2019

OpenFOAM® - The Open Source CFD Toolbox. OpenFOAM is a generic, programmable software tool for Computational Fluid Dynamics (CFD).

C++ 82 31 Updated Jul 14, 2011

Hyperparameter Experiments with TensorFlow and Keras

Python 1,626 268 Updated Apr 22, 2024

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

Python 1,467 427 Updated Dec 9, 2024

OpenFOAM utilities and solvers related to my PhD

C++ 34 10 Updated Mar 25, 2020

Dockerfile to create an image with OpenFOAM-plus and PyTorch support

C 40 14 Updated Oct 19, 2024

Examples of how to use machine learning algorithms in computational fluid dynamics.

Jupyter Notebook 246 87 Updated Aug 26, 2022
Python 2 1 Updated Jul 16, 2020

Flamelet/Progress Variable (FPV) Combustion Model coupling with LES/RAS, compatible with OF-v1912

C 13 4 Updated Jan 17, 2024

LES coupled with (diffusion flame) Flamelet/Progress Variable (FPV) combustion model

C 13 2 Updated May 13, 2020

a repo for adopting machine learning in combustion simulation

Jupyter Notebook 23 8 Updated Mar 19, 2019

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

Jupyter Notebook 16,218 4,570 Updated Jun 21, 2022

case settings for flameletFOAM

C++ 9 3 Updated Jun 13, 2018

Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development

C++ 205 72 Updated Feb 16, 2023
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