The code used, and a docker image to run it, of the paper `Exploiting locality and physical invariants to design effective Deep Reinforcement Learning control of the unstable falling liquid film`
☆13Dec 10, 2019Updated 6 years ago
Alternatives and similar repositories for falling-liquid-film-drl
Users that are interested in falling-liquid-film-drl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Parallelizing DRL for Active Flow control☆72Jul 27, 2023Updated 2 years ago
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 5 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆22Jul 5, 2023Updated 2 years ago
- ☆24Aug 5, 2021Updated 4 years ago
- ☆16Jul 11, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆68Mar 7, 2021Updated 5 years ago
- Implementation of MAML in numpy, deriving gradients and implementing backprop manually☆14Nov 15, 2018Updated 7 years ago
- ☆10Oct 31, 2021Updated 4 years ago
- Probabilistic Response mOdel Fitting with Interactive Tools☆15Mar 16, 2026Updated last month
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆10Feb 28, 2023Updated 3 years ago
- A web application to search the impact index☆12Jan 5, 2023Updated 3 years ago
- Solutions to exercises in the book *Learn Physics with Functional Programming*☆11Mar 8, 2025Updated last year
- ☆10Mar 22, 2021Updated 5 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆186Jul 27, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Nov 21, 2023Updated 2 years ago
- GUI for creating/generating NACA 4-digit airfoils.☆25Sep 24, 2016Updated 9 years ago
- Differentiable Spline Approximations☆14Sep 3, 2023Updated 2 years ago
- Course slides☆12Jan 14, 2025Updated last year
- This repository provides the videos that accompany the paper: Deep Reinforcement Learning Control of Quantum Cartpoles☆10May 22, 2020Updated 5 years ago
- sync code from OpenFOAM-ESI to GitHub☆10Nov 2, 2025Updated 5 months ago
- Simple finite element examples as in 3D7☆10Jul 8, 2024Updated last year
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- Module to command Dymola from python☆12May 11, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A low-cost automatic weather station based on the open-source Arduino platform.☆12May 3, 2024Updated last year
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆181Mar 8, 2025Updated last year
- ☆13Jun 14, 2025Updated 10 months ago
- Singularity recipes for OpenFOAM☆12Jan 2, 2022Updated 4 years ago
- ☆22Dec 13, 2023Updated 2 years ago
- This notebook is related to the paper: Machine learning in physics: a short guide, to appear on Europhysics Letters (EPL).☆15Jul 16, 2024Updated last year
- ReLAx - Reinforcement Learning Applications Library☆16Feb 19, 2023Updated 3 years ago
- ☆12Dec 13, 2024Updated last year
- Compiling Custom solvers☆15Jul 6, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 11-785 Group Project: YouShen Poetry generation☆10Dec 23, 2020Updated 5 years ago
- A free library for modeling systems described by 1D partial differential equations.☆17May 7, 2020Updated 5 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Mar 10, 2022Updated 4 years ago
- Implementation of Proximal Policy Optimization using Transformer☆12Jul 4, 2023Updated 2 years ago
- A pytorch implementation of https://arxiv.org/abs/1903.01434☆12Jan 21, 2020Updated 6 years ago
- A minimal codebase for PPO training on MuJoCo environments with some customization supports.☆19May 17, 2022Updated 3 years ago
- Sparse Bayesian Infinite Factor Models☆12Apr 13, 2020Updated 6 years ago