Reduced order modeling with shallow recurrent decoder networks
☆20Jan 20, 2026Updated 2 months ago
Alternatives and similar repositories for SHRED-ROM
Users that are interested in SHRED-ROM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆14Feb 16, 2026Updated last month
- ☆13May 27, 2025Updated 9 months ago
- PySHRED: Package for Shallow Recurrent Decoding☆31Jun 25, 2025Updated 8 months ago
- Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.☆36Feb 14, 2026Updated last month
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆12Jul 9, 2024Updated last year
- Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems…☆38Feb 26, 2026Updated 3 weeks ago
- ☆24Jul 19, 2024Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆41Mar 10, 2025Updated last year
- 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
- Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control☆37Mar 11, 2026Updated last week
- ☆19Nov 24, 2024Updated last year
- ☆13Mar 11, 2025Updated last year
- Cross-entropy method variants for optimization in Julia☆12Apr 29, 2021Updated 4 years ago
- ☆12Jun 18, 2020Updated 5 years ago
- EPIDEMIC is an easy-to-run Matlab/Octave educational toolkit for epidemiological analysis.☆17Apr 4, 2025Updated 11 months 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
- This notebook is related to the paper: Machine learning in physics: a short guide, to appear on Europhysics Letters (EPL).☆14Jul 16, 2024Updated last year
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆16Jan 15, 2023Updated 3 years ago
- ☆12May 31, 2023Updated 2 years ago
- Official implementation of Learning Dissipative Chaos In A Linear Way☆15Feb 6, 2025Updated last year
- BERT is a dataset that presents vibration tests performed on an aluminum beam with a bolted joint with various tightening torques and hys…☆16Apr 13, 2021Updated 4 years ago
- ☆42Jul 22, 2024Updated last year
- Adaptive discrete empirical interpolation method☆16Feb 18, 2020Updated 6 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
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- Neural Galerkin☆17Oct 25, 2023Updated 2 years ago
- Dashboard for the corona virus pandemic☆11Jul 23, 2023Updated 2 years ago
- Multi-fidelity reduced-order surrogate modeling☆32Jun 17, 2025Updated 9 months ago
- Curso de Cálculo Numérico da UERJ.☆11Apr 4, 2025Updated 11 months ago
- Discovers high dimensional models from 1D data using deep delay autoencoders☆39Feb 20, 2023Updated 3 years ago
- Constructing linearizing transformations for reduced-order modeling of nonlinear dynamical systems☆12Jul 23, 2024Updated last year
- Supporting codes for the numerical implementations in the paper "Operator inference for non-intrusive model reduction with quadratic mani…☆12Aug 18, 2022Updated 3 years ago
- Implementation of Cross Entropy Method☆16Oct 1, 2018Updated 7 years ago
- it was used to illustrate the pythonocc with specific examples , and guide the fresh to learn it☆15Apr 12, 2019Updated 6 years ago
- Module to read LS-Dyna results file with python☆18Jun 8, 2016Updated 9 years ago
- [ICLR 2024] Official implementation for the paper "Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks…☆18Aug 29, 2025Updated 6 months ago
- A flexible and powerful unscented Kalman filter library that makes no assumptions about what you're estimating or how you're measuring it…☆17Sep 15, 2024Updated last year
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37Nov 13, 2025Updated 4 months 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