A list of papers relating Computational Physics and Machine Learning
☆142Nov 28, 2018Updated 7 years ago
Alternatives and similar repositories for Computational-Physics-and-Machine-Learning-Reading-List
Users that are interested in Computational-Physics-and-Machine-Learning-Reading-List are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- compressing physics with neural networks☆159Jul 10, 2018Updated 7 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆303Sep 12, 2019Updated 6 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆111Aug 4, 2022Updated 3 years ago
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆169Oct 2, 2018Updated 7 years ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆269Aug 26, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Lattice Boltzmann fluid flow simulation written in Tensorflow.☆129Mar 7, 2018Updated 8 years ago
- Neural Network Based Lattice Boltzmann solver☆26Oct 25, 2018Updated 7 years ago
- Open source overset grid assembly and remapping toolkit (old Fortran version)☆17Apr 4, 2023Updated 3 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Jan 11, 2021Updated 5 years ago
- A Numerical Analysis Package in Python☆12Feb 3, 2022Updated 4 years ago
- LES-ML closures for Kraichnan turbulence☆19Feb 3, 2020Updated 6 years ago
- Repository to reproduce the experiments in the paper "Deep learning observables in computational fluid dynamics"☆14Dec 16, 2019Updated 6 years ago
- Application of Deep Learning to Computational Fluid Dynamics☆21Apr 26, 2019Updated 6 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆218Feb 16, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆186Jul 27, 2023Updated 2 years ago
- A Python package for visualising 2D CFD datasets.☆62Sep 15, 2025Updated 7 months ago
- This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.☆37Mar 20, 2019Updated 7 years ago
- 🦙 MPI-parallelized C++ framework to simulate compressible multiphase flow physics☆16Jan 4, 2022Updated 4 years ago
- Computational fluid dynamics with tensorflow☆47Sep 23, 2023Updated 2 years ago
- Publication of Python code used to train ModalPINN☆11May 5, 2022Updated 3 years ago
- A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning☆342Nov 15, 2022Updated 3 years ago
- Adaptive Mesh Refinement (AMR) technique utilized with the Lattice-Boltzmann Method (LBM) for numerical simulation of multiphase flows. O…☆63Sep 24, 2018Updated 7 years ago
- RapidCFD is an OpenFOAM fork running fully on CUDA platform. Brought to you by☆405Apr 18, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Data-driven Reynolds stress modeling with physics-informed machine learning☆97Mar 21, 2019Updated 7 years ago
- The source code for Finite volume Explicit STructured 3Dimensional (FEST-3D) solver.☆38May 8, 2023Updated 2 years ago
- Hypersonic / Rarefied gas dynamics code developments (GPL-3.0)☆265Jul 5, 2023Updated 2 years ago
- ☆52Jun 21, 2023Updated 2 years ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆1,875Oct 10, 2025Updated 6 months ago
- The Gerris based Solid-Fluid system solver☆13Apr 20, 2021Updated 4 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆21Mar 25, 2023Updated 3 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 5 years ago
- Open source parallel overset grid assembly and remapping toolkit☆19Apr 4, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Particle-Resolved Uncontaminated-fluid Immersed Boundary Method in 3D Pseudo-Spectral Implementation☆17Jun 12, 2015Updated 10 years ago
- Automated setup and analysis of OpenFOAM Cases☆52Apr 14, 2025Updated last year
- COOLFluiD is a collaborative simulation environment focused on complex multi-physics simulations☆80Sep 20, 2020Updated 5 years ago
- A three-dimensional unstructured finite volume code for fluid flow simulations.☆56Mar 9, 2022Updated 4 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- A 2D/3D Unstructured Single/Overset Grid Flux Reconstruction Code in C++