Low-Order Modeling and Machine Learning in Fluid Dynamics: Flow Control

ORAL · T12 · ID: 2665135

Presentations

  • Comparative Analysis of Manifold Learning Techniques for Controlled flows

    ORAL

    –

    Presenters

    • Alicia Rodríguez-Asensio

      Universidad Carlos III De Madrid

    Authors

    • Alicia Rodríguez-Asensio

      Universidad Carlos III De Madrid

    • Stefano Discetti

      Department of Aerospace Engineering, Universidad Carlos III de Madrid, Avda. Universidad 30, Legan´es, 28911, Madrid, Spain., Universidad Carlos III de Madrid

    • Andrea Ianiro

      Universidad Carlos III de Madrid, Department of Aerospace Engineering, Universidad Carlos III de Madrid, Avda. Universidad 30, Legan´es, 28911, Madrid, Spain.

    View abstract →

  • Actuation manifold from snapshot data

    ORAL

    –

    Publication: Marra L., Cornejo Maceda G.Y., Meilán-Vila A., Guerrero V., Rashwan S., Noack B. R., Discetti S., Ianiro, A. (2024). Actuation manifold from snapshot data. arXiv preprint arXiv:2403.03653.

    Presenters

    • Luigi MARRA

      Universidad Carlos III de Madrid

    Authors

    • Luigi MARRA

      Universidad Carlos III de Madrid

    • Guy Y. Cornejo Maceda

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

    • Andrea Meilán-Vila

      Universidad Carlos III de Madrid

    • Vanesa Guerrero

      Universidad Carlos III de Madrid

    • Salma Rashwan

      Universidad Carlos III de Madrid

    • Bernd R. Noack

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

    • Stefano Discetti

      Department of Aerospace Engineering, Universidad Carlos III de Madrid, Avda. Universidad 30, Legan´es, 28911, Madrid, Spain., Universidad Carlos III de Madrid

    • Andrea Ianiro

      Universidad Carlos III de Madrid, Department of Aerospace Engineering, Universidad Carlos III de Madrid, Avda. Universidad 30, Legan´es, 28911, Madrid, Spain.

    View abstract →

  • Efficient control of chaotic turbulent flow with reinforcement learning

    ORAL

    –

    Presenters

    • Sajeda Mokbel

      University of Washington

    Authors

    • Sajeda Mokbel

      University of Washington

    • Christian Lagemann

      AI Institute in Dynamic Systems, University of Washington, University of Washington

    • Esther Lagemann

      AI Institute in Dynamic Systems, University of Washington

    • Steven L Brunton

      University of Washington

    View abstract →

  • Autonomous control of droplet generator for single and double droplets using Bayesian optimization

    ORAL

    –

    Presenters

    • Seongsu Cho

      School of Mechanical Engineering, Sungkyunkwan University

    Authors

    • Seongsu Cho

      School of Mechanical Engineering, Sungkyunkwan University

    • Haengyeong Kim

      School of Mechanical Engineering, Sungkyunkwan University

    • Seonghun Shin

      School of Mechanical Engineering, Sungkyunkwan University

    • Minki Lee

      Department of Mechanical Engineering, Chosun University

    • Jinkee Lee

      School of Mechanical Engineering, Sungkyunkwan University, Sungkyunkwan University

    View abstract →