Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.
☆23Jul 5, 2023Updated 3 years ago
Alternatives and similar repositories for DeepReinforcementLearning_RayleighBenard2D_Control
Users that are interested in DeepReinforcementLearning_RayleighBenard2D_Control are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code used, and a docker image to run it, of the paper `Exploiting locality and physical invariants to design effective Deep Reinforce…☆12Dec 10, 2019Updated 6 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
- ☆25Aug 5, 2021Updated 5 years ago
- Codebase for the Poisson CNN paper☆12Jun 30, 2022Updated 4 years ago
- Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "☆14Sep 25, 2026Updated last week
- 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.
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 6 years ago
- ☆19Aug 6, 2024Updated 2 years ago
- AI-CFD hybrid solver.☆20Apr 21, 2026Updated 5 months ago
- KTH-FlowAI / Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows☆11Apr 5, 2023Updated 3 years ago
- Collection of notebook and slides | workshop on Artificial Intelligence and Machine Learning, WRC Pokhara☆10Oct 22, 2025Updated 11 months ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆15Nov 8, 2021Updated 4 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆20Jan 9, 2024Updated 2 years ago
- Google Analytics Capstone Project using Cyclistic (Divvy) bike data☆17Sep 21, 2021Updated 5 years ago
- OpenFOAM library for compressible flow calculations - boundary conditions, linear solvers (BiCGStab from extend-project), function object…☆18Jan 12, 2026Updated 8 months ago
- 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.
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆18Sep 7, 2023Updated 3 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- ☆25May 10, 2019Updated 7 years ago
- ☆21Dec 8, 2022Updated 3 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆21Sep 14, 2022Updated 4 years ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆97May 11, 2022Updated 4 years ago
- Presentation for JuliaCon 2022 on precompilation☆15Aug 18, 2023Updated 3 years ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆35Apr 2, 2021Updated 5 years ago
- 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.
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆190Mar 8, 2025Updated last year
- Code for paper Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks☆13Aug 9, 2022Updated 4 years ago
- Tristan-MP v2 [public]☆22Dec 29, 2024Updated last year
- Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming opti…☆32Sep 12, 2024Updated 2 years ago
- 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
- Python 2D Navier-Stokes solver☆32Aug 4, 2025Updated last year
- "Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data" [NeurIPS 2025]☆17May 21, 2026Updated 4 months ago
- Computational lecturebook for Intermediate Fluid Mechanics (ME 50900) at Purdue University: tensors, kinematics, unidirectional flows, Na…☆41Oct 2, 2026Updated last week
- ☆21Sep 28, 2020Updated 6 years ago
- 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.
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆54Mar 10, 2022Updated 4 years ago
- A python implementation of the concepts in the book "Reinforcement Learning: An Introduction" by R.S. Sutton and A. G. Barto.☆21Jul 13, 2020Updated 6 years ago
- ☆26Updated this week
- 用于求解薛定谔方程的数值解☆12Jun 21, 2024Updated 2 years ago
- Differentiable Spline Approximations☆14Sep 3, 2023Updated 3 years ago
- ☆49Apr 21, 2025Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆44Mar 10, 2025Updated last year