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Turbulence control in plane Couette flow using low-dimensional neural
  ODE-based models and deep reinforcement learning

Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning

28 January 2023
Alec J. Linot
Kevin Zeng
M. Graham
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning"

5 / 5 papers shown
Title
Machine-Learned Closure of URANS for Stably Stratified Turbulence:
  Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series
  Models
Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models
Muralikrishnan Gopalakrishnan Meena
Demetri Liousas
Andrew D. Simin
Aditya Kashi
Wesley Brewer
James J. Riley
S. D. B. Kops
AI4TSAI4CE
64
1
0
24 Apr 2024
Nonlinear dimensionality reduction then and now: AIMs for dissipative
  PDEs in the ML era
Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era
E. D. Koronaki
N. Evangelou
Cristina P. Martin-Linares
E. Titi
Ioannis G. Kevrekidis
52
6
0
24 Oct 2023
Gym-preCICE: Reinforcement Learning Environments for Active Flow Control
Gym-preCICE: Reinforcement Learning Environments for Active Flow Control
M. Shams
A. Elsheikh
AI4CE
37
4
0
03 May 2023
Dynamics of a data-driven low-dimensional model of turbulent minimal
  Couette flow
Dynamics of a data-driven low-dimensional model of turbulent minimal Couette flow
Alec J. Linot
M. Graham
AI4CE
55
22
0
11 Jan 2023
Data-driven low-dimensional dynamic model of Kolmogorov flow
Data-driven low-dimensional dynamic model of Kolmogorov flow
Carlos E. Pérez De Jesús
M. Graham
103
24
0
29 Oct 2022
1