Low-Order Modeling: Applications

Presentations

• Application of Machine Learning in non-Newtonian Flows

  ORAL

  Nov. 20, 2023, 8:00 AM – Nov. 20, 2023, 8:13 AM

  Presenters

  • Dibyajyoti Chakraborty

    • Penn State Univeristy

  Authors

  • Dibyajyoti Chakraborty

    • Penn State Univeristy

  • Shivasubramanian Gopalakrishnan

    • Indian Institute of Technology, Bombay
    • Indian Institute of Technology Bombay

  View abstract →

• Nonlinear parametric models of viscoelastic fluid flows

  ORAL

  Nov. 20, 2023, 8:13 AM – Nov. 20, 2023, 8:26 AM

  Presenters

  • Cassio M Oishi

    • São Paulo State University

  Authors

  • Cassio M Oishi

    • São Paulo State University

  • Alan A Kaptanoglu

    • New York University

  • Nathan Kutz

    • University of Washington
    • University of Washington, AI Institute for Dynamic Systems

  • Steven L Brunton

    • University of Washington, Department of Mechanical Engineering
    • University of Washington

  View abstract →

• Using Artificial Intelligence for Transient Heat Transfer

  ORAL

  Nov. 20, 2023, 8:26 AM – Nov. 20, 2023, 8:39 AM

  Presenters

  • Ayush Garg

    • Dublin High School

  Authors

  • Arturo Rodriguez

    • University of Texas at El Paso

  • Ayush Garg

    • Dublin High School

  • Rafael Baez Ramirez

    • University of Texas at El Paso

  • Jose Perez

    • University of Texas at El Paso

  • Rene D Reza

    • University of Texas at El Paso

  • Piyush Kumar

    • University of Texas at El Paso

  • Vinod Kumar

    • University of Texas at El Paso

  View abstract →

• Estimating thermofluid system parameters using a Markov chain Monte Carlo method, with an example of oscillating heat pipes

  ORAL

  Nov. 20, 2023, 8:39 AM – Nov. 20, 2023, 8:52 AM

  Presenters

  • Yuxuan Li

    • UCLA

  Authors

  • Yuxuan Li

    • UCLA

  • Jeff D Eldredge

    • University of California, Los Angeles

  • Adrienne S Lavine

    • UCLA

  • Timothy S Fisher

    • UCLA

  • Bruce L Drolen

    • Consultant, ThermAvant

  View abstract →

• Data-driven dimensional analysis and modelling of two-phase heat-transfer in small-to-micro tubes

  ORAL

  Nov. 20, 2023, 8:52 AM – Nov. 20, 2023, 9:05 AM

  Presenters

  • Tullio Traverso

    • The Alan Turing Institute, Imperial College London
    • Alan Turing Institute, Imperial College London

  Authors

  • Tullio Traverso

    • The Alan Turing Institute, Imperial College London
    • Alan Turing Institute, Imperial College London

  • Francesco Coletti

    • Brunel University London, Hexxcell Ltd.

  • Luca Magri

    • Imperial College London, Alan Turing Institute

  • Tassos Karayiannis

    • Brunel University London

  • Omar K Matar

    • Imperial College London

  View abstract →

• Data-Driven Modeling for Optical Wave Reconstruction in Supersonic and Hypersonic Flows

  ORAL

  Nov. 20, 2023, 9:05 AM – Nov. 20, 2023, 9:18 AM

  Presenters

  • Andrew M Hess

    • United States Naval Research Laboratory

  Authors

  • Andrew M Hess

    • United States Naval Research Laboratory

  • Trushant K Patel

    • Naval Research Laboratory

  • David A Kessler

    • Naval Research Laboratory

  • Di Lin

    • Naval Research Laboratory

  View abstract →

• Abstract Withdrawn

  ORAL · Withdrawn

  Nov. 20, 2023, 9:18 AM – Nov. 20, 2023, 9:31 AM

  View abstract →

• Reduced Order Atmospheric Pollution Modelling using Machine Learning with Proper Orthogonal Decomposition

  ORAL

  Nov. 20, 2023, 9:31 AM – Nov. 20, 2023, 9:44 AM

  Presenters

  • Elliot Chevet

    • Aix Marseille University, CNRS, Centrale Méditerranée, IRPHE

  Authors

  • Elliot Chevet

    • Aix Marseille University, CNRS, Centrale Méditerranée, IRPHE

  • Olivier Boiron

    • Aix Marseille University, CNRS, Centrale Méditerranée, IRPHE, Marseille, France

  • Fabien Anselmet

    • Aix Marseille University, CNRS, Centrale Méditerranée, IRPHE, Marseille, France

  View abstract →

• Deep Reinforcement Learning for Autonomous Navigation in Complex Flows

  ORAL

  Nov. 20, 2023, 9:44 AM – Nov. 20, 2023, 9:57 AM

  Presenters

  • Selim Mecanna

    • École Centrale Marseille (IRPHE)

  Authors

  • Selim Mecanna

    • École Centrale Marseille (IRPHE)

  • Aurore Loisy

    • École Centrale Marseille (IRPHE)

  • Christophe Eloy

    • École Centrale Marseille (IRPHE)

  View abstract →

• Deep Learning for flow field and drag force predictions in dispersed particle flows

  ORAL

  Nov. 20, 2023, 9:57 AM – Nov. 20, 2023, 10:10 AM

  Presenters

  • Neil A Raj

    • Virginia polytechnic institute and state university

  Authors

  • Neil A Raj

    • Virginia polytechnic institute and state university

  • Danesh Tafti

    • Virginia Polytechnic Institute and State University

  • Nikhil Muralidhar

    • Stevens Institute of Technology

  View abstract →

• Enhancing Computational Fluid Dynamics Research and Education through AI: The Role of ChatGPT

  ORAL

  Nov. 20, 2023, 10:10 AM – Nov. 20, 2023, 10:23 AM

  Presenters

  • Yadong Zeng

    • Altair Engineering Inc.

  Authors

  • Yadong Zeng

    • Altair Engineering Inc.

  • Leixin Ma

    • Arizona State Unviersity

  View abstract →

• Abstract Withdrawn

  ORAL · Withdrawn

  Nov. 20, 2023, 10:23 AM – Nov. 20, 2023, 10:36 AM

  View abstract →