Nonlinear Dynamics: Model Reduction (8:45am - 9:30am CST)

Presentations

• Data-driven Modeling of Detonation Wave Interactions in Rotating Detonation Engines

  POSTER

  Authors

  • Ariana Mendible

    • University of Washington

  • James Koch

    • University of Texas, Austin

  • Henning Lange

    • University of Washington

  • Steven Brunton

    • University of Washington

  • Nathan Kutz

    • University of Washington

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• Data-driven nonlinear aeroelastic models of morphing wings for control

  POSTER

  Authors

  • Urban Fasel

    • ETH Zurich

  • Nicola Fonzi

    • Politecnico di Milano

  • Steven L. Brunton

    • University of Washington

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• Learning dominant physical processes in complex flows with data-driven balance models

  POSTER

  Authors

  • Jared Callaham

    • University of Washington

  • J. Nathan Kutz

    • University of Washington

  • Bingni Brunton

    • University of Washington

  • Steven Brunton

    • University of Washington

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• Robust Principal Component Analysis for Modal Decomposition of Corrupt Fluid Flows

  POSTER

  Authors

  • Isabel Scherl

    • University of Washington

  • Benjamin Strom

    • University of Washington

  • Jessica K. Shang

    • University of Rochester

  • Owen Williams

    • University of Washington

  • Brian L. Polagye

    • University of Washington

  • Steven L. Brunton

    • University of Washington

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• Sequential sampling with heteroscedastic surrogate model to quantify extreme response statistics

  POSTER

  Authors

  • Xianliang Gong

    • University of Michigan

  • Yulin Pan

    • University of Michigan, Ann Arbor
    • Department of Naval Architecture and Marine Engineering, University of Michigan
    • University of Michigan

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• Phase-based analysis of synchronization between laminar cylinder wake and external harmonic actuations

  POSTER

  Authors

  • Mohammad Amin Khodkar

    • UCLA

  • Kunihiko Taira

    • University of California - Los Angeles
    • University of California, Los Angeles
    • Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA
    • UCLA
    • University of California Los Angeles

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• Network broadcast mode analysis and control with respect to time-varying base flow1

  POSTER

  Authors

  • Chi-An Yeh

    • Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA
    • University of California, Los Angeles

  • Muralikrishnan Gopalakrishnan Meena

    • University of California, Los Angeles

  • Kunihiko Taira

    • University of California, Los Angeles

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• Wavelet adaptive POD for large scale flow data

  POSTER

  Authors

  • Philipp Krah

    • Tech Univ Berlin

  • Thomas Engels

    • Institute of Biosciences, Animal Physiology, Rostock University, Germany
    • Univ Rostock

  • Kai Schneider

    • Institut de Math\'ematiques de Marseille (I2M), Aix-Marseille Universit\'e, CNRS and Centrale Marseille, France
    • Institut de Math\'ematiques de Marseille (I2M), Aix-Marseille Universit\'e, CNRS and Centrale Marseille, Marseille, France
    • Aix-Marseille Universit\'e, I2M--CNRS, Marseille, France
    • Aix-Marseille Universite

  • Julius Reiss

    • Tech Univ Berlin

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• Projection and Tree Based Reduced Order Modeling for Vortex Particle Simulations.

  POSTER

  Authors

  • Steven Rodriguez

    • United States Naval Research Laboratory

  • Athanasios Iliopoulos

    • United States Naval Research Laboratory

  • Steven Brunton

    • University of Washington
    • University of Washington, Seattle

  • Kevin Carlberg

    • University of Washington

  • John Michopoulos

    • United States Naval Research Laboratory

  • John Steuben

    • United States Naval Research Laboratory

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• A hierarchy structure of local Koopman spectra

  POSTER

  Authors

  • wei zhang

    • Kansas State University
    • Univ of Virginia

  • Mingjun Wei

    • Kansas State University

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• Least-order model for the transient dynamics of the fluidic pinball

  POSTER

  Authors

  • Nan Deng

    • IMSIA, ENSTA-Paris, IP-Paris, France and LIMSI, UPSaclay, France

  • Luc R. Pastur

    • Institute of Mechanical Sciences and Industrial Applications, ENSTA-Paris, Institut Polytechnique de Paris, France

  • Bernd R. Noack

    • Center of Turbulence Control, Harbin Institute of Technology, China and ISTA, Technische Universität Berlin, Germany

  • Marek Morzynski

    • Chair of Virtual Engineering, Poznan University of Technology, Poland

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• Towards equation-free resolvent analysis

  POSTER

  Authors

  • Steven Brunton

    • University of Washington
    • University of Washington, Seattle

  • Peter Baddoo

    • Imperial College London

  • Benjamin Herrmann

    • University of Washington

  • Beverley McKeon

    • Caltech
    • California Institute of Technology

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• When deep learning meets ergodic theory

  POSTER

  Authors

  • Michele Alessandro Bucci

    • INRIA Saclay, France
    • TAU-Team, INRIA Saclay, LRI, Universite' Paris-Sud
    • INRIA-Saclay

  • Onofrio Semeraro

    • CNRS - Universite Paris Saclay
    • LIMSI, CNRS, Universite' de Paris-Saclay
    • LIMSI-CNRS

  • Sergio Chibbaro

    • UPMC

  • Alexandre Allauzen

    • ESPCI

  • Lionel Mathelin

    • CNRS - Universite Paris Saclay
    • LIMSI, CNRS, Universite' de Paris-Saclay
    • LIMSI-CNRS

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• Cluster-based network model

  POSTER

  Authors

  • Hao LI

    • Scicence and Technology on Scramjet Laboratory, National University of Defense Technology, Changsha 410073,China

  • Daniel Fernex

    • Institut f\"ur Str\"omungsmechanik, Technische Universit\"at Braunschweig, Braunschweig, Germany

  • Richard Semaan

    • Institut f\"ur Str\"omungsmechanik, Technische Universit\"at Braunschweig, Braunschweig, Germany

  • Jianguo TAN

    • Scicence and Technology on Scramjet Laboratory, National University of Defense Technology, Changsha 410073,China

  • Marek Morzy\’nski

    • Chair of Virtual Engineering, Pozna\'n University of Technology, Pozna\'n, Poland

  • Bernd R. Noack

    • Harbin Institute of Technology (Shenzhen), China
    • Harbin Institute of Technology (Shenzhen)
    • Center of Turbulence Control, Harbin Institute of Technology, Shenzhen 518058, China
    • HIT, China and TU Berlin, Germany

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• Data-driven sensor selection method using ADMM for a large-scale problem

  POSTER

  Authors

  • Takayuki Nagata

    • Tohoku University

  • Nonomura Taku

    • Department of Aerospace Engineering, Tohoku University
    • Tohoku University

  • Kumi Nakai

    • Tohoku University

  • Keigo Yamada

    • Tohoku University

  • Yuji Saito

    • Department of Aerospace Engineering, Tohoku University
    • Tohoku University

  • Shunsuke Ono

    • Tokyo Institute of Technology

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• Effect of Objective Function on Sparse Sensor Placement using Greedy Method

  POSTER

  Authors

  • Kumi Nakai

    • Tohoku University

  • Keigo Yamada

    • Tohoku University

  • Takayuki Nagata

    • Tohoku University

  • Yuji Saito

    • Tohoku University

  • Taku Nonomura

    • Tohoku University

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• Assessment of hybrid data-driven models to predict unsteady flows

  POSTER

  Authors

  • Rachit Gupta

    • Department of Mechanical Engineering, University of British Columbia

  • Sandeep Reddy Bukka

    • Technology Center for Offshore and Marine, Singapore (TCOMS)

  • Rajeev Jaiman

    • University of British Colombia
    • Mechanical Engineering, University of British Columbia
    • Department of Mechanical Engineering, University of British Columbia
    • University of British Columbia
    • The University of British Columbia

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• Learning fluid flow physics from noisy, incomplete, experimental data

  POSTER

  Authors

  • Logan Kageorge

    • Georgia Institute of Technology

  • Patrick Reinbold

    • Georgia Institute of Technology

  • Michael Schatz

    • Georgia Inst of Tech
    • Georgia Institute of Technology

  • Roman Grigoriev

    • Georgia Inst of Tech
    • Georgia Institute of Technology

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• Adaptive-Robust Dynamic Mode Decomposition (DMD) for Reduced-Order Modeling and Control

  POSTER

  Authors

  • Saleh Nabi

    • Mitsubishi Electric Research Laboratory

  • Aniketh Kalur

    • University of Minnesota

  • Mouhacine Benosman

    • Mitsubishi Electric Research Laboratory

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• Probabilistic cluster-based feedback control of fluid flow dynamics

  POSTER

  Authors

  • Vedasri Godavarthi

    • Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA

  • Chi-An Yeh

    • Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA
    • University of California, Los Angeles

  • Eurika Kaiser

    • Department of Mechanical Engineering, University of Washington, Seattle, WA 98115, USA
    • University of Washington

  • Kunihiko Taira

    • University of California - Los Angeles
    • University of California, Los Angeles
    • Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA
    • UCLA
    • University of California Los Angeles

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• Neural Network approach to reduced order modeling of multiphase flows

  POSTER

  Authors

  • Cristina P. Martin Linares

    • Johns Hopkins University

  • Tom Bertalan

    • Johns Hopkins University

  • Jiacai Lu

    • Johns Hopkins University

  • Seungjoon Lee

    • Department of Applied Data Science, San Jose State University

  • Yannis Kevrekidis

    • Johns Hopkins University

  • Gretar Tryggvason

    • Johns Hopkins University

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