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

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• 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

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• 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

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• 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

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• 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)

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• 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

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• 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

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• Abstract Withdrawn

  ORAL Withdrawn

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

  View abstract →