☆14Mar 8, 2022Updated 4 years ago
Alternatives and similar repositories for model-learning
Users that are interested in model-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆28Sep 7, 2023Updated 3 years ago
- VolSiM, a CNN-based metric to compute the similarity of 3D data from numerical simulations☆15Oct 4, 2023Updated 2 years ago
- Console to simulate airflow around an airfoil based on RANS approach☆10Updated this week
- Numerical tool for Construction of Reduced-order models for fluid flows.☆31Jan 21, 2021Updated 5 years ago
- ☆15Feb 16, 2017Updated 9 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.
- Repository to reproduce the experiments in the paper "Deep learning observables in computational fluid dynamics"☆14Dec 16, 2019Updated 6 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆33Jul 1, 2022Updated 4 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆18Sep 7, 2023Updated 3 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆44Sep 7, 2023Updated 3 years ago
- A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269☆46May 2, 2018Updated 8 years ago
- Spanwise-averaged Navier–Stokes modelling through convolutional neural network☆14May 17, 2024Updated 2 years ago
- A Mann turbulence generator for Python written in Rust☆26Jun 25, 2026Updated 2 months ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆49Jul 23, 2020Updated 6 years ago
- Completely Validated Unstructured 2D Compressible Euler Solver - CFD☆17Feb 1, 2016Updated 10 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Reduced Order Model Predictive Control☆29Dec 21, 2021Updated 4 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- Towards Physics-informed Deep Learning for Turbulent Flow Prediction☆28Oct 18, 2021Updated 4 years ago
- Machine learning applied to interpolate sea-surface height observations from altimetry tracks.☆11Apr 3, 2023Updated 3 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆34Oct 30, 2023Updated 2 years ago
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆25Feb 11, 2020Updated 6 years ago
- Pedagogical examples for using pFUnit☆19Jul 25, 2024Updated 2 years ago
- LES-ML closures for Kraichnan turbulence☆20Feb 3, 2020Updated 6 years ago
- a multiresolution convolutional autoencoder architecture☆24Mar 17, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆24Jan 3, 2021Updated 5 years ago
- ☆19Oct 23, 2020Updated 5 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Apr 23, 2021Updated 5 years ago
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆14May 9, 2022Updated 4 years ago
- Generic procedures in Fortran☆22Jan 8, 2019Updated 7 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆18Aug 3, 2026Updated last month
- ☆41Jul 20, 2023Updated 3 years ago
- High-aspect-ratio composite wing nonlinear aeroelastic toolbox☆24Aug 11, 2019Updated 7 years ago
- A list of (detailed, non-stochastic) action potential models, with links to papers, source code, CellML and Myokit implementations☆12Jul 22, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆15Jul 6, 2023Updated 3 years ago
- 11-785 Group Project: YouShen Poetry generation☆10Dec 23, 2020Updated 5 years ago
- Generalized DBSCAN☆12Apr 28, 2016Updated 10 years ago
- 🎓Materials for the Hands-On Introduction to OpenFAIR Risk Analysis with Tidyrisk☆14Jan 22, 2021Updated 5 years ago
- BoSSS is a flexible framework for the development, evaluation & application of numerical discretization schemes based on the Discontinuou…☆35May 19, 2026Updated 4 months ago
- The realisations and examples of algorithms from FEDOT framework☆12May 27, 2021Updated 5 years ago
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆34Dec 28, 2020Updated 5 years ago