An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.
☆135May 12, 2026Updated 2 months ago
Alternatives and similar repositories for hydrogym
Users that are interested in hydrogym are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control☆53Jul 29, 2026Updated last week
- This gym provides implementations of various PDEs for easy testing and comparison of data-driven and classical PDE control algorithms.☆42Dec 29, 2025Updated 7 months ago
- Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms☆53Apr 2, 2024Updated 2 years ago
- Code for "SINDy-RL for Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al.☆182Mar 28, 2026Updated 4 months ago
- CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms☆26Aug 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- KTH-FlowAI / Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows☆11Apr 5, 2023Updated 3 years ago
- Python code solving the fluid mechanical local linear stability equations for various base flows.☆15Aug 1, 2015Updated 11 years ago
- Differentiable Fluid Dynamics Package☆617Updated this week
- A package for the sparse identification of nonlinear dynamical systems from data☆1,883Jun 10, 2026Updated 2 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆107Jun 1, 2026Updated 2 months ago
- A scalable reinforcement learning framework for CFD on HPC systems☆36Apr 18, 2025Updated last year
- Python implementation of the VKOGA algorithm.☆11Nov 15, 2023Updated 2 years ago
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 5 years ago
- Pythonic spectral proper orthogonal decomposition☆52Jun 30, 2022Updated 4 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.
- ☆15Jul 17, 2026Updated 3 weeks ago
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated 2 years ago
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆24Jan 27, 2022Updated 4 years ago
- Rheology-informed Machine Learning Projects☆23Apr 8, 2024Updated 2 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆40May 15, 2026Updated 2 months ago
- Hierarchy of parameterized Smoothed Particle Hydrodynamics models trained with mixed mode AD and Sensitivity Analysis (SA)☆13Sep 9, 2022Updated 3 years ago
- A Python package to simulate, solve and visualize the source-tracking POMDP☆20Aug 3, 2026Updated last week
- ☆29Jul 8, 2024Updated 2 years ago
- Easy Reduced Basis method☆97May 25, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- PIVPy helps to understand PIV results, inspired by PIVMAT☆14Jan 9, 2026Updated 7 months ago
- Tensor Basis Neural Network for Scalar Mixing☆10Mar 24, 2023Updated 3 years ago
- Generalized sparse regression for continuous and discrete data☆16Feb 23, 2026Updated 5 months ago
- Code repo for Fluid Graph Network☆28Jan 26, 2022Updated 4 years ago
- Code for reproducing the paper "Space-Time Continuous PDE Forecasting using Equivariant Neural Fields" (https://arxiv.org/abs/2406.06660)…☆15Nov 18, 2025Updated 8 months ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆501May 29, 2026Updated 2 months ago
- ☆18Nov 26, 2024Updated last year
- [NeurIPS 2024 Spotlight] Towards Universal Mesh Movement Networks☆21Jul 24, 2026Updated 2 weeks ago
- Computational Fluid Dynamics in JAX☆957Jul 8, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Welcome to the CTF for Science Framework, a modular and extensible platform designed for benchmarking modeling methods on dynamic systems…☆45Jun 19, 2026Updated last month
- Benchmarking and validation of Machine Learning Interatomic Potentials (MLIP)☆15Updated this week
- Using deep reinforcement learning for refining meshes in computational fluid dynamics☆31Aug 7, 2023Updated 3 years ago
- differentiable (magneto)hydrodynamics for astrophysics in JAX☆69Updated this week
- A data-driven framework for the identification of latent port-Hamiltonian systems☆20Updated this week
- Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML method…☆3,140Updated this week
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆28May 6, 2024Updated 2 years ago