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

Presentations

• Abstract Withdrawn

  ORAL · Withdrawn

  Nov. 23, 2025, 5:25 PM – Nov. 23, 2025, 5:38 PM

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• Accelerating burn region modeling in reactive flows using latent space dynamics modeling

  ORAL

  Nov. 23, 2025, 5:38 PM – Nov. 23, 2025, 5:51 PM

  Presenters

  • Aviral Prakash

    • Los Alamos National Laboratory
    • University of Colorado, Boulder

  Authors

  • Aviral Prakash

    • Los Alamos National Laboratory
    • University of Colorado, Boulder

  • Tariq D Aslam

    • Los Alamos National Laboratory

  • Marc Klasky

    • LANL
    • Los Alamos National Laboratory

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

  ORAL

  Nov. 23, 2025, 5:51 PM – Nov. 23, 2025, 6:04 PM

  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

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• Learning viscosity from videos for high throughput characterization

  ORAL

  Nov. 23, 2025, 6:04 PM – Nov. 23, 2025, 6:17 PM

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

  Presenters

  • Ramdas Tiwari

    • University of Illinois at Urbana-Champaign

  Authors

  • Ignacio Arretche

    • 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

  • Mohammad Tanver Hossain

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

  • Ramdas Tiwari

    • University of Illinois at Urbana-Champaign

  • Jacob J Lessard

    • Department of Chemistry, University of Utah
    • 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

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• Abstract Withdrawn

  ORAL · Withdrawn

  Nov. 23, 2025, 6:17 PM – Nov. 23, 2025, 6:30 PM

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