Low-Order Modeling and Machine Learning in Fluid Dynamics: General IV

Presentations

• Input-Output Neural Operator model for Jet in Crossflow

  ORAL

  Nov. 26, 2024, 12:50 PM – Nov. 26, 2024, 1:03 PM

  Presenters

  • Federico Rios Tascon

    • Stanford University

  Authors

  • Federico Rios Tascon

    • Stanford University

  • Aakash Patil

    • Stanford University

  • Peter J Schmid

    • King Abdullah University of Science and Technology
    • King Abdullah Univ of Sci & Tech (KAUST)

  • Beverley J McKeon

    • Stanford University

  View abstract →

• Fourier neural operators for classifying images with varying sizes in one shot training: Applied to 3D digital porous media

  ORAL

  Nov. 26, 2024, 1:03 PM – Nov. 26, 2024, 1:16 PM

  Publication: A novel Fourier neural operator framework for classification of multi-sized images: Application to three dimensional digital porous media
  https://doi.org/10.1063/5.0203977

  Presenters

  • Ali Kashefi

    • Stanford University

  Authors

  • Ali Kashefi

    • Stanford University

  • Tapan Mukerji

    • Stanford University

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• Distributed Low-Dimensional Models for Predicting Large Spatiotemporally Chaotic Dynamical Systems

  ORAL

  Nov. 26, 2024, 1:16 PM – Nov. 26, 2024, 1:29 PM

  Presenters

  • Cristian Ricardo Constante Amores

    • University of Illinois, Urbana Champaign

  Authors

  • Cristian Ricardo Constante Amores

    • University of Illinois, Urbana Champaign

  • Alec J Linot

    • University of California- Los Angeles

  • Michael David Graham

    • University of Wisconsin - Madison

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• Relating Skewness and Fourier Harmonics in Low Reynolds Number Wake Flow

  ORAL

  Nov. 26, 2024, 1:29 PM – Nov. 26, 2024, 1:42 PM

  Publication: Krithsanvith Manthripragada, Theresa Saxton-Fox, ``Relating Skewness and Fourier Harmonics in Low Reynolds Number Wake Flow." AIAA Aviation, 2024.

  Presenters

  • Theresa A Saxton-Fox

    • University of Illinois at Urbana-Champaign
    • The Univerity of Illinois Urbana-Champaign

  Authors

  • Krithsanvith Manthripragada

    • University of Illinois Urbana-Champaign

  • Theresa A Saxton-Fox

    • University of Illinois at Urbana-Champaign
    • The Univerity of Illinois Urbana-Champaign

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• Abstract Withdrawn

  ORAL · Withdrawn

  Nov. 26, 2024, 1:42 PM – Nov. 26, 2024, 1:55 PM

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• The role of basis functions in reduced-order modelling for plane Couette flow

  ORAL

  Nov. 26, 2024, 1:55 PM – Nov. 26, 2024, 2:08 PM

  Presenters

  • Zilin Zong

    • Imperial College London

  Authors

  • Zilin Zong

    • Imperial College London

  • Irma Burazorovic

    • ETH Zurich

  • Igor Maia

    • Instituto Tecnológico de Aeronáutica

  • André Cavalieri

    • Instituto Tecnológico de Aeronáutica

  • Yongyun Hwang

    • Imperial College London

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• FV-FluidAttentionNet: A Label-Free Physics-Informed Autoencoder with Finite-Volume Discretization for Rapid Navier-Stokes Solutions

  ORAL

  Nov. 26, 2024, 2:08 PM – Nov. 26, 2024, 2:21 PM

  Presenters

  • Mohammad Sarabian

    • W. L. Gore & Associates, Inc

  Authors

  • Mohammad Sarabian

    • W. L. Gore & Associates, Inc

  • Sudeep Sastry

    • W. L. Gore & Associates, Inc

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• Enhanced Short-Term Precipitation Forecasting with Radar Data Using Swin Transformer Network

  ORAL

  Nov. 26, 2024, 2:21 PM – Nov. 26, 2024, 2:34 PM

  Presenters

  • Jun Park

    • Yonsei University

  Authors

  • Jun Park

    • Yonsei University

  • Changhoon Lee

    • Yonsei University

  View abstract →