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:
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 5 years ago
- ☆25Aug 5, 2021Updated 4 years ago
- Blog about ML and CFD☆10Mar 16, 2026Updated 2 months ago
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆34Dec 28, 2020Updated 5 years ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆71Mar 7, 2021Updated 5 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.
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆34Aug 11, 2023Updated 2 years ago
- ☆10Oct 31, 2021Updated 4 years ago
- Probabilistic Response mOdel Fitting with Interactive Tools☆15May 18, 2026Updated last week
- 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
- ☆10Mar 22, 2021Updated 5 years ago
- Autonomous atom manipulation - in this project, we use deep reinforcement learning algorithms including soft actor-critic, hindsight expe…☆16Mar 6, 2023Updated 3 years ago
- GUI for creating/generating NACA 4-digit airfoils.☆25Sep 24, 2016Updated 9 years ago
- Repository for the codes in my upcoming book on Machine Learning☆13Sep 27, 2024Updated last year
- 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.
- Course slides☆12Jan 14, 2025Updated last year
- Differentiable Spline Approximations☆14Sep 3, 2023Updated 2 years ago
- Modelica Wrapper for the CoolProp Thermodynamic Library☆14Sep 1, 2015Updated 10 years ago
- sync code from OpenFOAM-ESI to GitHub☆10Nov 2, 2025Updated 6 months ago
- 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 9 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆184Mar 8, 2025Updated last year
- Free library that provides a neural network mathematical model.☆18Apr 8, 2025Updated last year
- Singularity recipes for OpenFOAM☆12Jan 2, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Parallel iterative solvers for the pressure Poisson equation on adaptively refined block structured Cartesian grids☆11Jul 30, 2020Updated 5 years ago
- ReLAx - Reinforcement Learning Applications Library☆16Feb 19, 2023Updated 3 years ago
- Compiling Custom solvers☆15Jul 6, 2019Updated 6 years ago
- 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 6 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆54Mar 10, 2022Updated 4 years ago
- Implementation of Proximal Policy Optimization using Transformer☆12Jul 4, 2023Updated 2 years ago
- An implementation of Simulated Annealing for FCEUX Lua Script to search NES input sequence automatically.☆20Jan 11, 2015Updated 11 years ago
- A pytorch implementation of https://arxiv.org/abs/1903.01434☆12Jan 21, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Phase field solver for OpenFOAM v3.0.0☆13Jan 2, 2019Updated 7 years ago
- A minimal codebase for PPO training on MuJoCo environments with some customization supports.☆19May 17, 2022Updated 4 years ago
- Experiment code for testing effect of various action space transformations in reinforcement learning☆30May 26, 2020Updated 6 years ago
- A tool for experimenting with evolutionary optimization methods for machine learning algorithms, by distributing the workload over a larg…☆14Dec 19, 2018Updated 7 years ago
- Discrete dipole approximation implementation in python☆16Sep 21, 2015Updated 10 years ago
- Code repository for the paper "Learning partial differential equations for biological transport models from noisy spatiotemporal data"☆10Jul 3, 2019Updated 6 years ago
- ☆15Apr 10, 2018Updated 8 years ago