Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018
☆48Dec 3, 2018Updated 7 years ago
Alternatives and similar repositories for deep_flow_control
Users that are interested in deep_flow_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:
- Deep learning assisted dynamic mode decomposition☆19Oct 5, 2021Updated 4 years ago
- Source code for "Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control" fro…☆46May 28, 2019Updated 7 years ago
- Demo implementation of Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition☆37Jan 7, 2022Updated 4 years ago
- Code required to reproduce the experiments in Auxiliary Variational MCMC☆17Oct 1, 2018Updated 7 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆54Mar 10, 2022Updated 4 years ago
- 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.
- 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
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 6 years ago
- ☆19Jan 27, 2018Updated 8 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆188Jul 27, 2023Updated 2 years ago
- Bayesian optimization based on Gaussian processes☆13Dec 2, 2022Updated 3 years ago
- ☆41Jul 20, 2023Updated 3 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆173Jun 29, 2026Updated 3 weeks ago
- A FORTRAN implementation of a Moving Finite Volume MHD code in three dimensions including self-gravity.☆13Jan 24, 2017Updated 9 years ago
- A general-purpose Python package for Koopman theory using deep learning.☆118Sep 24, 2025Updated 9 months 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.
- A collection of heat engines, based on the OpenAI Gym environment framework for use with reinforcement learning applications.☆15Dec 20, 2021Updated 4 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆29Jul 30, 2022Updated 3 years ago
- Learning unknown ODE models with Gaussian processes☆28Jul 30, 2018Updated 7 years ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 3 years ago
- ☆12Nov 3, 2021Updated 4 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆20Sep 14, 2022Updated 3 years ago
- Adjoint capable unsteady compressible fluid dynamics simulation tool for CPUs and GPUs☆17Jan 1, 2019Updated 7 years ago
- Reproduce the experiment result in paper “High‐Speed PIV of shock boundary layer interactions in the transonic buffet flow of a compresso…☆14Nov 1, 2022Updated 3 years ago
- ☆83May 3, 2018Updated 8 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.
- Pytorch implementation of [Feudal Net](https://arxiv.org/abs/1703.01161). ([Tensorflow version](https://github.com/dmakian/feudal_networ…☆18Jun 25, 2019Updated 7 years ago
- An implementation of the FBstab quadratic programming solver.☆38Sep 11, 2023Updated 2 years ago
- Software for numerically solving the Navier-Stokes equations and simulating atmospheric shockwaves using a hybrid WENO/DRP scheme and ada…☆14Feb 27, 2017Updated 9 years ago
- Reduced Order Model Predictive Control☆28Dec 21, 2021Updated 4 years ago
- Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction☆12Aug 1, 2018Updated 7 years ago
- a multiresolution convolutional autoencoder architecture☆24Mar 17, 2021Updated 5 years ago
- ☆98Feb 5, 2025Updated last year
- This repo contains a PyTorch-based AE-ConvLSTM model for fluid flow prediction. It can forecast 5–10 time steps per forward pass and over…☆29Jun 2, 2025Updated last year
- Source code for the SIGGRAPH paper "tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow"☆188Mar 27, 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.
- General Relativistic Implicit Magnetohydrodynamics☆13Mar 10, 2022Updated 4 years ago
- ☆63Jul 24, 2019Updated 6 years ago
- Time Series Forecasting in Python☆14Jan 24, 2025Updated last year
- neural networks to learn Koopman eigenfunctions☆486Mar 22, 2024Updated 2 years ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆35Apr 2, 2021Updated 5 years ago
- MPsee toolbox is an automatic MATLAB tool for building Nonlinear Model Predictive Controllers☆10Oct 5, 2017Updated 8 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.☆26Nov 21, 2020Updated 5 years ago