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Flow Control: Optimization

ORAL · G17 · ID: 679568

Presentations

  • Taming shear flows with gradient-enriched machine learning control

    ORAL

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    Publication: [1] Cornejo Maceda, G. Y., Li, Y., Lusseyran, F., Morzyński, M. & Noack, B. R. 2021 Stabilization of the fluidic pinball with gradient-enriched machine learning control. J. Fluid Mech. 917, A42.<br>[2] Cornejo Maceda, G. Y., Varon, E., Lusseyran, & Noack, B. R. 2022 Stabilization of a multi-frequency open cavity flow with gradient-enriched machine learning control. arXiv:2202.01686 [physics.flu-dyn].

    Presenters

    • Guy Y Cornejo Maceda

      Harbin Institute of Technology, Shenzhen, P.R. China

    Authors

    • Guy Y Cornejo Maceda

      Harbin Institute of Technology, Shenzhen, P.R. China

    • Songqi Li

      Harbin Institute of Technology, Shenzhen, P.R. China

    • Yiqing Li

      Harbin Institute of Technology, Shenzhen, P.R. China, School of Mechanical Engineering and Automation, Harbin Institute of Technology, Shenzhen 518055, China

    • François Lusseyran

      Laboratoire Interdisciplinaire des Sciences du Numérique, Paris-Saclay University, CNRS, 91405 Orsay, France

    • Marek Morzynski

      Poznan University of Technology, Poland, Department of Virtual Engineering, Poznań University of Technology, PL 60-965 Poznań, Poland

    • Bernd R Noack

      Harbin Institute of Technology, Shenzhen, P.R. China, School of Mechanical Engineering and Automation, Harbin Institute of Technology, Shenzhen 518055, China

    View abstract →

  • Smart Skin Separation Control Exemplified for a Smooth Ramp

    ORAL

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    Publication: [1] Cornejo Maceda, G. Y., Li, Y., Lusseyran, F., Morzynski, M. & Noack, B. R. 2021 Stabilization of the fluidic pinball with gradient-enriched machine learning control. J. Fluid Mech. 917, A42.

    Presenters

    • Songqi Li

      Harbin Institute of Technology, Shenzhen, P.R. China

    Authors

    • Songqi Li

      Harbin Institute of Technology, Shenzhen, P.R. China

    • Guy Y Cornejo Maceda

      Harbin Institute of Technology, Shenzhen, P.R. China

    • Jiayang Luo

      Harbin Institute of Technology, Shenzhen, P.R. China

    • Nan Gao

      University of New Brunswick, Fredericton, NB, E3B 5A3, CA

    • Bernd R Noack

      Harbin Institute of Technology, Shenzhen, P.R. China

    View abstract →

  • Neural network controllers applied to flow control

    ORAL

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    Publication: Design of closed-loop control strategies for fluid flows using deep neural network surrogate models

    Presenters

    • Tarcísio C Oliveira

      UNICAMP-Univ de Campinas

    Authors

    • Tarcísio C Oliveira

      UNICAMP-Univ de Campinas

    • William R Wolf

      University of Campinas, School of Mechanical Engineering, University of Campinas

    • Scott T Dawson

      Illinois Institute of Technology

    View abstract →

  • Reduction of noise in cold and hot supersonic jets using active flow control guided by a genetic algorithm

    ORAL

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    Publication: Reduction of noise in cold and hot supersonic jets using active flow control guided by a genetic algorithm [Under Review]

    Presenters

    • Fernando Zigunov

      Florida State University, Florida State

    Authors

    • Fernando Zigunov

      Florida State University, Florida State

    • Prabu Sellappan

      Florida State University

    • Farrukh S Alvi

      Florida State University

    View abstract →