Low-Order Modeling and Machine Learning in Fluid Dynamics: Other Applications

Presentations

• Optimizing Metachronal Paddling with Reinforcement Learning at Low Reynolds Number

  ORAL

  Nov. 24, 2025, 8:00 AM – Nov. 24, 2025, 8:13 AM

  Publication: Optimizing Metachronal Paddling with Reinforcement Learning at Low Reynolds Number

  Presenters

  • Alana A Bailey

    • University of California Davis

  Authors

  • Alana A Bailey

    • University of California Davis

  • Robert D Guy

    • University of California, Davis

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• Estimating near-surface wind over complex terrain using deep learning with short-term observations

  ORAL

  Nov. 24, 2025, 8:13 AM – Nov. 24, 2025, 8:26 AM

  Presenters

  • Takenobu Michioka

    • Kindai University

  Authors

  • Takenobu Michioka

    • Kindai University

  • Haruto Kawamoto

    • Kindai University

  • Hiroshi Takimoto

    • Central Research Institute of Elecctric Power Industry

  • Ayumu Sato

    • Central Research Institute of Elecctric Power Industry

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• Bicubic Fourier neural operator for Super-Resolution Reconstruction of Turbulent Flows

  ORAL

  Nov. 24, 2025, 8:26 AM – Nov. 24, 2025, 8:39 AM

  Presenters

  • Diya Nag Chaudhury

    • Indian Institute of Science Bengaluru

  Authors

  • Diya Nag Chaudhury

    • Indian Institute of Science Bengaluru

  • Sai Bhargav Pochinapeddi

    • Rensselaer Polytechnic Institute

  • Sashikumaar Ganesan

    • Indian Institute of Science Bengaluru

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• Flow-Informed Path-Planning With Realistic Geometries for Safe Autonomous Flight in Cities

  ORAL

  Nov. 24, 2025, 8:39 AM – Nov. 24, 2025, 8:52 AM

  Presenters

  • Alejandro Stefan-Zavala

    • Caltech

  Authors

  • Alejandro Stefan-Zavala

    • Caltech

  • Peter Ian James Renn

    • Caltech

  • Sabera Talukder

    • Caltech

  • Yisong Yue

    • Caltech

  • Julian Humml

    • Caltech

  • Morteza Gharib

    • Caltech

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• Machine-learning-based prediction of a scalar source location from remote sensors in turbulent flow

  ORAL

  Nov. 24, 2025, 8:52 AM – Nov. 24, 2025, 9:05 AM

  Presenters

  • Changbeom Kim

    • Seoul National University

  Authors

  • Changbeom Kim

    • Seoul National University

  • Sehyeong Oh

    • Samsung Advanced Institute of Technology

  • Haecheon Choi

    • Seoul National University
    • Seoul Natl Univ

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• Inverse prediction of upstream boundary conditions for nonlinear partial differential equations using artificial neural networks

  ORAL

  Nov. 24, 2025, 9:05 AM – Nov. 24, 2025, 9:18 AM

  Presenters

  • Jihoo Kim

    • Postech

  Authors

  • Jihoo Kim

    • Postech

  • Donghyun You

    • Pohang Univ of Sci & Tech

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• Abstract Withdrawn

  ORAL · Withdrawn

  Nov. 24, 2025, 9:18 AM – Nov. 24, 2025, 9:31 AM

  View abstract →

• Similarity Learning with neural networks

  ORAL

  Nov. 24, 2025, 9:31 AM – Nov. 24, 2025, 9:44 AM

  Publication: Similarity Learning with neural networks, Physical Review E - published February 2025

  Presenters

  • Gabriel R Sanfins

    • UFRJ

  Authors

  • Gabriel R Sanfins

    • UFRJ

  • Fabio A Ramos

    • Federal University of Rio de Janeiro

  • Danilo F Naiff

    • UFRJ

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• Interpreting Learned Physics in Neural ODEs through a DEIM-based Spatio-temporal Analysis

  ORAL

  Nov. 24, 2025, 9:44 AM – Nov. 24, 2025, 9:57 AM

  Presenters

  • Hojin Kim

    • Purdue University

  Authors

  • Hojin Kim

    • Purdue University

  • Romit Maulik

    • Argonne National Laboratory
    • The Pennsylvania State University

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• Abstract Withdrawn

  ORAL · Withdrawn

  Nov. 24, 2025, 9:57 AM – Nov. 24, 2025, 10:10 AM

  View abstract →

• Assessment of Machine-Learning-Based Forecasting Models for Plume-Surface Interaction

  ORAL

  Nov. 24, 2025, 10:10 AM – Nov. 24, 2025, 10:23 AM

  Presenters

  • Srijan Satyal

    • Auburn University

  Authors

  • Srijan Satyal

    • Auburn University

  • Vikas Bhargav

    • Auburn University

  • Brian S Thurow

    • Auburn University

  • David E Scarborough

    • Auburn University

  • Vrishank Raghav

    • Auburn University

  • Nek Sharan

    • Auburn University

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• Data-Driven Thermal Imaging for Real-Time Nuclear Safety Monitoring and Temperature Reconstruction

  ORAL

  Nov. 24, 2025, 10:23 AM – Nov. 24, 2025, 10:36 AM

  Publication: Karnik, Niharika, Mohammad G. Abdo, Carlos E. Estrada-Perez, Jun Soo Yoo, Joshua J. Cogliati, Richard S. Skifton, Pattrick Calderoni, Steven L. Brunton, and Krithika Manohar. "Sensor-based Classification, Reconstruction and State Estimation of Power Perturbations for Digital Twins." (In Preparation).
  

  Presenters

  • Niharika Karnik

    • University of Washington

  Authors

  • Niharika Karnik

    • University of Washington

  • Krithika Manohar

    • University of Washington

  • Mohammad G Abdo

    • Idaho National Laboratory

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