Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" by S. A. McQuarrie, C. Huang, and K. E. Willcox.
☆33Jul 1, 2022Updated 4 years ago
Alternatives and similar repositories for ROM-OpInf-Combustion-2D
Users that are interested in ROM-OpInf-Combustion-2D are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆85Apr 30, 2026Updated 2 months ago
- A predictive model of the turbulent burning velocity for planar and Bunsen flames over a wide range of conditions☆14Dec 27, 2022Updated 3 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆30Dec 17, 2023Updated 2 years ago
- Python bindings to pressio☆11Oct 18, 2022Updated 3 years ago
- ☆14Mar 8, 2022Updated 4 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☆28Dec 21, 2021Updated 4 years ago
- POD-PINN code and manuscript☆61Nov 10, 2024Updated last year
- This repository explores a variety of data visualization techniques, with a particular focus on applications in the hospitality domain. I…☆42Oct 16, 2025Updated 9 months 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
- OpenFOAM solver based on phenomenological compression model for dual-fuel marine engines☆13Jan 21, 2021Updated 5 years ago
- LES-ML closures for Kraichnan turbulence☆20Feb 3, 2020Updated 6 years ago
- Image-Based Mesh Generation☆14Apr 7, 2024Updated 2 years ago
- ☆12Jan 29, 2025Updated last year
- Implementation of reduced-order optimal control schemes for finite element models of Soft Robots☆43Oct 3, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆189Mar 8, 2025Updated last year
- ☆15Feb 16, 2017Updated 9 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆25May 9, 2021Updated 5 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆43Sep 7, 2023Updated 2 years ago
- Quantification of Uncertainties in Neural Networks☆11Feb 25, 2026Updated 5 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆33Mar 22, 2026Updated 4 months ago
- Convert a mesh from VTK format to OpenFOAM☆11Jan 22, 2013Updated 13 years ago
- Differentiable Reacting Flow Modeling Software☆61Feb 6, 2023Updated 3 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆31Jan 21, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- OpenFOAM solver for Internal Combustion Engine simulations☆19Apr 27, 2021Updated 5 years ago
- Block-based Octree AMR grid flow solver☆21Apr 2, 2017Updated 9 years ago
- Distributed Training of Bayesian Neural Networks at Scale☆11May 26, 2020Updated 6 years ago
- A dispersion relation solver for the hybrid-kinetic model of plasma physics.☆12Jul 24, 2018Updated 8 years ago
- A data hub for combustion reaction mechanisms☆137Feb 2, 2025Updated last year
- Geometric Numerical Integration in Julia☆52Updated this week
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆17Sep 7, 2023Updated 2 years ago
- OpenFOAM utilities and solvers related to my PhD☆38Mar 25, 2020Updated 6 years ago
- pyMOR - Model Order Reduction with Python☆346Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆10Mar 20, 2023Updated 3 years ago
- Spitfire is a Python/C++ library for constructing tabulated chemistry models and solving differential equations.☆43Jan 16, 2026Updated 6 months ago
- Free open reference implementation of a two-phase PEM fuel cell model☆13Dec 4, 2020Updated 5 years ago
- Code for data-assisted reduced-order modeling of extreme events in complex dynamical systems, available on arXiv: https://arxiv.org/abs/1…☆22Aug 22, 2018Updated 7 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆20Jan 21, 2024Updated 2 years ago
- Python libraries (NumPy-based) to perform model order reduction, clustering and data analysis for combustion and aerothermochemistry data☆14Jul 18, 2022Updated 4 years ago
- Accompanying code for "Weak form generalized Hamiltonian learning"☆11Feb 13, 2021Updated 5 years ago