Code for Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks, PNAS.
☆45May 20, 2026Updated last week
Alternatives and similar repositories for sindy-shred
Users that are interested in sindy-shred are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PySHRED: Package for Shallow Recurrent Decoding☆32Jun 25, 2025Updated 11 months ago
- Reduced order modeling with shallow recurrent decoder networks☆25Jan 20, 2026Updated 4 months ago
- Introductory workshop on using deep neural networks for symbolic regression☆18Feb 8, 2026Updated 3 months ago
- Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems…☆42May 4, 2026Updated 3 weeks ago
- ☆14Apr 24, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- High performance parallel reduced order Modelling library☆28May 20, 2026Updated last week
- ☆25Jul 19, 2024Updated last year
- Multi-fidelity reduced-order surrogate modeling☆34Jun 17, 2025Updated 11 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆26May 30, 2023Updated 3 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆30Sep 6, 2021Updated 4 years ago
- Bayesian autoencoders for data-driven discovery of coordinates, governing equations and fundamental constants. Proceedings of the Royal S…☆11Jul 9, 2024Updated last year
- ☆11Jun 4, 2024Updated last year
- ☆16Nov 10, 2021Updated 4 years ago
- ☆12Dec 13, 2024Updated 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.
- Repository outlining functions and tests for automatic regression of governing equations (ARGOS)☆19Jan 11, 2024Updated 2 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆16Jun 13, 2022Updated 3 years ago
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆12Apr 24, 2025Updated last year
- ☆10Mar 8, 2023Updated 3 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
- A library to locate exceptional points and to reconstruct eigenvalues loci☆16Mar 6, 2026Updated 2 months ago
- Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control☆41May 6, 2026Updated 3 weeks ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59May 20, 2022Updated 4 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.
- ☆15Jan 26, 2023Updated 3 years ago
- ☆24Mar 3, 2023Updated 3 years ago
- preCICE adapter for the open source computing platform FEniCSx☆17May 21, 2026Updated last week
- Mathematical interdisciplinary toolbox for helping engineers, researchers and scientist☆20Mar 6, 2025Updated last year
- 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
- Code and data for paper: Learning interpretable dynamics of stochastic complex systems from experimental data☆23Oct 22, 2025Updated 7 months ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆35Apr 7, 2024Updated 2 years ago
- This repository contains programs to re-produce the results of the paper here https://arxiv.org/abs/2305.08094.☆11Jan 21, 2025Updated last year
- Multiphysics (neutron diffusion + thermal-hydraulics) model for OpenFOAM☆14May 12, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official PyTorch implementation of PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. …☆112May 17, 2026Updated last week
- This approach is used to solve data-driven optimal control problems by providing a Koopman operator based convex formulation☆14Jul 13, 2024Updated last year
- This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"☆20Mar 23, 2023Updated 3 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆13Dec 15, 2021Updated 4 years ago
- Kinematic and dynamic models of continuum and articulated soft robots.☆16Nov 22, 2025Updated 6 months ago
- Multi-fidelity regression with neural networks☆18Oct 29, 2025Updated 7 months ago
- The MegaFlow2D dataset package☆25Sep 21, 2023Updated 2 years ago