Reduced order modeling with shallow recurrent decoder networks
☆20Jan 20, 2026Updated last month
Alternatives and similar repositories for SHRED-ROM
Users that are interested in SHRED-ROM are comparing it to the libraries listed below
Sorting:
- ☆14Feb 16, 2026Updated 2 weeks ago
- ☆13May 27, 2025Updated 9 months ago
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated last year
- PySHRED: Package for Shallow Recurrent Decoding☆30Jun 25, 2025Updated 8 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Mar 10, 2025Updated 11 months ago
- ☆13Mar 11, 2025Updated 11 months ago
- Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.☆36Feb 14, 2026Updated 2 weeks ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Aug 19, 2017Updated 8 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆16Sep 7, 2023Updated 2 years ago
- Neural Galerkin☆16Oct 25, 2023Updated 2 years ago
- ☆12Aug 22, 2025Updated 6 months ago
- ☆19Nov 24, 2024Updated last year
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆25Jan 9, 2025Updated last year
- ☆24Jul 19, 2024Updated last year
- Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems…☆37Updated this week
- 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
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆30Jan 20, 2025Updated last year
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆34Dec 7, 2025Updated 2 months ago
- An IJulia notebook adaptation of Loren Barba's "12 Steps to Navier-Stokes" http://lorenabarba.com/☆32Nov 15, 2020Updated 5 years ago
- Multi-fidelity reduced-order surrogate modeling☆31Jun 17, 2025Updated 8 months ago
- implicit-SINDy code example from paper "Inferring Biological Networks by Sparse Identification fo Nonlinear Dynamics" http://ieeexplore.i…☆31Oct 2, 2017Updated 8 years ago
- This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…☆13Nov 17, 2022Updated 3 years ago
- ☆16Nov 2, 2025Updated 4 months ago
- ☆29Jul 8, 2024Updated last year
- ☆41Jul 22, 2024Updated last year
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37Nov 13, 2025Updated 3 months ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆34Oct 20, 2020Updated 5 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- ☆10Dec 25, 2025Updated 2 months ago
- Official GitHub repo for Learning Normal Flow Directly from Event Neighborhoods (ICCV2025). It is an easy-to-use API for event-based norm…☆19Oct 5, 2025Updated 4 months ago
- ☆17Apr 18, 2024Updated last year
- Discovers high dimensional models from 1D data using deep delay autoencoders☆39Feb 20, 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…☆37Sep 7, 2023Updated 2 years ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆40Jul 17, 2025Updated 7 months ago
- Physics Informed Sparse Identification of Nonlinear Dynamics☆12Jan 3, 2025Updated last year
- This repository consists of two-step training DeepONet code.☆14May 22, 2024Updated last year
- Curso de Cálculo Numérico da UERJ.☆11Apr 4, 2025Updated 10 months ago
- ☆11Jan 7, 2025Updated last year
- This repository is a guided tutorial on Pseudo-Spectral method that in long run can help as a basis for study material on Direct Numerica…☆12Sep 23, 2021Updated 4 years ago