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Low-Order Modeling and Machine Learning in Fluid Dynamics: Design

ORAL · J11 · ID: 3583219

Presentations

  • Categorical Batch Bayesian Optimisation for High-Dimensional Design in Particle-Laden Flows

    ORAL

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    Presenters

    • Hongying Li

      Nanyang technological University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore 639798

    Authors

    • Hongying Li

      Nanyang technological University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore, Singapore 639798

    • Nausheen Basha

      Imperial College London

    • Omar K Matar

      Imperial College London

    View abstract →

  • Bayesian Experimental Design for Model Discrepancy Calibration: An Auto-Differentiable Ensemble Kalman Inversion Approach

    ORAL

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    Publication: Yang, H., Dong, X., & Wu, J.-L. (2025). Bayesian Experimental Design for Model Discrepancy Calibration: An Auto-Differentiable Ensemble Kalman Inversion Approach. arXiv preprint arXiv:2504.20319.

    Presenters

    • Huchen Yang

      University of Wisconsin - Madison

    Authors

    • Huchen Yang

      University of Wisconsin - Madison

    • Xinghao Dong

      University of Wisconsin - Madison

    • Jinlong Wu

      University of Wisconsin - Madison

    View abstract →

  • Learning viscosity from videos for high throughput characterization

    ORAL

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    Publication: Arretche, Ignacio, et al. "High-throughput viscometry via machine-learning from videos of inverted vials." arXiv preprint arXiv:2506.02034 (2025).

    Presenters

    • Ignacio Arretche

      UIUC, University of Illinois Urbana-Champaign

    Authors

    • Ignacio Arretche

      UIUC, University of Illinois Urbana-Champaign

    • Randy H Ewoldt

      University of Illinois Urbana-Champaign, University of Illinois at Urbana-Champaign

    • Sameh H Tawfick

      University of Illinois Urbana-Champaign

    • Tanver Hossain

      University of Illinois Urbana-Champaign, University of Illinois at Urbana-Champaign

    • Ramdas Tiwari

      University of Illinois at Urbana-Champaign

    • Jacob J Lessard

      University of Utah, Department of Chemistry, University of Utah

    • Mya G Mills

      University of Illinois Urbana-Champaign

    • Abbie J Kim

      University of Illinois Urbana-Champaign

    • Connor D Armstrong

      University of Illinois Urbana-Champaign

    • Kevin Mimini

      University of Illinois Urbana-Champaign

    View abstract →

  • A New Method for Terrain Representation in Diagnostic Wind Models: Applications for Prescribed Fire Modeling

    ORAL

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    Presenters

    • Jesse E Slaten

      Los Alamos National Laboratory (LANL)

    Authors

    • Jesse E Slaten

      Los Alamos National Laboratory (LANL)

    • Diego M Rojas

      Los Alamos National Laboratory, Los Alamos National Laboratory (LANL)

    • Siva Viknesh

      University of Utah

    • David Robinson

      Los Alamos National Laboratory (LANL)

    • Mathilda Nguyen

      Los Alamos National Laboratory (LANL)

    • Shane X Coffing

      Los Alamos National Laboratory (LANL)

    • Arvind T Mohan

      Los Alamos National Laboratory (LANL)

    • Sara Brambilla

      Los Alamos National Laboratory (LANL)

    View abstract →