Repositories list

• AdvancedDeepReinforcementLearning_RBC_Control

  Public
  MARL for the control of 2D RBC with G-CNNs and positional encodings

  MIT License

  •0•2•0•0•Updated Jul 29, 2024Jul 29, 2024

• DRL_MARL_RayleighBenard3D_Control

  Public
  Deep Reinforcement Learning (DRL) for the control of three-dimensional (3D) Rayleigh-Bénard convection (RBC) using the multi-agent reinforcement learning (MARL) framework

  MIT License

  •0•2•0•0•Updated Jul 26, 2024Jul 26, 2024

• DNS-ZPG-TBL-with-passive-scalars-up-to-Pr6

  Public
  Jupyter Notebook

  •0•2•0•0•Updated May 10, 2024May 10, 2024

• Physics-informed-deep-learning-applications-to-experimental-fluid-mechanics

  Public
  Python

  •5•5•0•0•Updated Apr 26, 2024Apr 26, 2024

• Identifying-regions-of-importance-in-wall-bounded-turbulence-through-explainable-deep-learning

  Public
  Code for reproducing the article: Identifying regions of importance in wall-bounded turbulence through explainable deep learning.

  Python

  •

  MIT License

  •3•4•0•0•Updated Feb 23, 2024Feb 23, 2024

• beta-Variational-autoencoders-and-transformers-for-reduced-order-modelling-of-fluid-flows

  Public
  Python

  •

  Creative Commons Attribution 4.0 International

  •8•19•2•0•Updated Feb 16, 2024Feb 16, 2024

• MARL-drag-reduction-in-wall-bounded-flows

  Public
  A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open channel flow

  Python

  •

  GNU General Public License v3.0

  •12•46•0•0•Updated Jan 22, 2024Jan 22, 2024

• Sentiment-analysis-on-Twitter-data-towards-climate-action

  Public
  Python

  •0•0•0•0•Updated Jan 22, 2024Jan 22, 2024

• Physics-informed-neural-networks-for-solving-Reynolds-averaged-Navier-Stokes-equations

  Public
  Python

  •16•52•0•0•Updated Dec 18, 2023Dec 18, 2023

• Beta-VAE-combined-with-Transformers-for-ROM

  Public
  Python

  •0•2•0•0•Updated Dec 10, 2023Dec 10, 2023

• Enhancement-of-PIV-via-PINNs

  Public
  Enhancement of PIV measurements via physics-informed neural networks

  Python

  •3•3•0•0•Updated Sep 19, 2023Sep 19, 2023

• DeepReinforcementLearning_RayleighBenard2D_Control

  Public
  Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.

  Python

  •

  MIT License

  •8•15•4•0•Updated Jul 5, 2023Jul 5, 2023

• causality-urban-flows

  Public
  MATLAB

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  MIT License

  •0•3•0•0•Updated May 31, 2023May 31, 2023

• Towards-extraction-of-orthogonal-and-parsimonious-non-linear-modes-from-turbulent-flows

  Public
  Python

  •3•9•0•0•Updated Apr 5, 2023Apr 5, 2023

• FCN-turbulence-predictions-from-wall-quantities

  Public
  Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence

  Python

  •9•17•0•0•Updated Jan 27, 2022Jan 27, 2022

• 9eqModel_KNFandLSTM

  Public
  Python

  •11•4•0•0•Updated May 12, 2021May 12, 2021

• DeepTurbulence

  Public
  Python

  •17•2•0•0•Updated May 10, 2019May 10, 2019