Computational Fluid Dynamics: Reduced-Order and Multi-Fidelity Modeling

Presentations

• Multi-Fidelity Uncertainty Propagation for Cardiovascular Modeling

  ORAL

  Nov. 19, 2017, 8:00 AM – Nov. 19, 2017, 8:13 AM

  Authors

  • Casey Fleeter

    • Stanford University

  • Gianluca Geraci

    • Sandia National Laboratories
    • Sandia National Labs

  • Daniele Schiavazzi

    • University of Notre Dame

  • Andrew Kahn

    • University of California, San Diego
    • UCSD Medical Center
    • UCSD

  • Alison Marsden

    • Stanford University
    • Bioengineering, Pediatric Cardiology - Stanford Univ

  View abstract →

• Multi-fidelity uncertainty quantification in large-scale predictive simulations of turbulent flow

  ORAL

  Nov. 19, 2017, 8:13 AM – Nov. 19, 2017, 8:26 AM

  Authors

  • Gianluca Geraci

    • Sandia National Laboratories
    • Sandia National Labs

  • Lluis Jofre

    • Stanford University
    • Center for Turbulence Research, Stanford University

  • Gianluca Iaccarino

    • Stanford University

  View abstract →

• A Multi-Fidelity Surrogate Model for the Equation of State for Mixtures of Real Gases

  ORAL

  Nov. 19, 2017, 8:26 AM – Nov. 19, 2017, 8:39 AM

  Authors

  • Frederick Ouellet

    • CCMT - Univ. Florida
    • Center for Compressible Multiphase Turbulence, University of Florida
    • Univ of Florida - Gainesville

  • Chanyoung Park

    • Center for Compressible Multiphase Turbulence, University of Florida

  • Rahul Koneru

    • Center for Compressible Multiphase Turbulence, University of Florida

  • S. Balachandar

    • Center for Compressible Multiphase Turbulence, University of Florida

  • Bertrand Rollin

    • Embry-Riddle Aeronautical University

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• Basis Reduction for Uncertainty Quantification -- A Bi-fidelity Approach

  ORAL

  Nov. 19, 2017, 8:39 AM – Nov. 19, 2017, 8:52 AM

  Authors

  • Felix Newberry

    • University of Colorado, Boulder

  • Michaela Farr

    • University of Colorado, Boulder

  • Alireza Doostan

    • University of Colorado, Boulder

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• Unbiased multi-fidelity estimate of failure probability of a free plane jet

  ORAL

  Nov. 19, 2017, 8:52 AM – Nov. 19, 2017, 9:05 AM

  Authors

  • Alexandre Marques

    • Massachusetts Inst of Tech-MIT

  • Boris Kramer

    • Massachusetts Inst of Tech-MIT

  • Karen Willcox

    • Massachusetts Inst of Tech-MIT

  • Benjamin Peherstorfer

    • University of Wisconsin-Madison

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• Low Dimensional Study of a Supersonic Multi-Stream Jet Flow

  ORAL

  Nov. 19, 2017, 9:05 AM – Nov. 19, 2017, 9:18 AM

  Authors

  • Andrew Tenney

    • Syracuse University
    • Syracuse Univ

  • Matthew Berry

    • Syracuse University
    • Syracuse Univ

  • Halley Aycock-Rizzo

    • Syracuse University

  • Mark Glauser

    • Syracuse University
    • Syracuse Univ

  • Jacques Lewalle

    • Syracuse University

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• A Data-Driven Low-Rank Approximation of Time-Dependent Stochastic Flows

  ORAL

  Nov. 19, 2017, 9:18 AM – Nov. 19, 2017, 9:31 AM

  Authors

  • Hessam Babaee

    • University of Pittsburgh

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• Creating Turbulent Flow Realizations with Generative Adversarial Networks

  ORAL

  Nov. 19, 2017, 9:31 AM – Nov. 19, 2017, 9:44 AM

  Authors

  • Ryan King

    • National Renewable Energy Laboratory

  • Peter Graf

    • National Renewable Energy Laboratory

  • Michael Chertkov

    • Los Alamos National Laboratory

  View abstract →