Data Science for Dynamical Systems and Real World Networks

Presentations

• Deep Learning for Dynamical Systems

  Invited

  March 17, 2021, 3:00 PM – March 17, 2021, 3:36 PM

  Presenters

  • Steven Brunton

    • University of Washington

  Authors

  • Steven Brunton

    • University of Washington

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• The spectra of small-world random networks

  ORAL

  March 17, 2021, 3:36 PM – March 17, 2021, 3:48 PM

  Presenters

  • Elizabeth Larson

    • Univ of Virginia

  Authors

  • Elizabeth Larson

    • Univ of Virginia

  • Christoph Kirst

    • UCSF

  • Marija Vucelja

    • Univ of Virginia

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• Machine Learning for Partial Differential Equations

  Invited

  March 17, 2021, 3:48 PM – March 17, 2021, 4:24 PM

  Presenters

  • Michael Brenner

    • Harvard University
    • School of Engineering and Applied Sciences, Harvard University

  Authors

  • Michael Brenner

    • Harvard University
    • School of Engineering and Applied Sciences, Harvard University

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• <i>Digital Twin: A Theorist’s Playground for APXPS and Surface Science</i>

  ORAL

  March 17, 2021, 4:24 PM – March 17, 2021, 4:36 PM

  Presenters

  • Jin Qian

    • Lawrence Berkeley National Lab

  Authors

  • Jin Qian

    • Lawrence Berkeley National Lab

  • Ethan Crumlin

    • Lawrence Berkeley National Lab

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• Macroscopic Dynamics of Traffic to Plan Urban Systems

  Invited

  March 17, 2021, 4:36 PM – March 17, 2021, 5:12 PM

  Presenters

  • Marta Gonzalez

    • University of California, Berkeley

  Authors

  • Marta Gonzalez

    • University of California, Berkeley

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• Cascading Failure From Targeted Road Network Disruptions

  ORAL

  March 17, 2021, 5:12 PM – March 17, 2021, 5:24 PM

  Presenters

  • Skanda Vivek

    • Georgia Gwinnett College

  Authors

  • Skanda Vivek

    • Georgia Gwinnett College

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• Experimental Realization of Reservoir Computing with Wave Chaotic Systems

  ORAL

  March 17, 2021, 5:24 PM – March 17, 2021, 5:36 PM

  Presenters

  • Shukai Ma

    • University of Maryland, College Park

  Authors

  • Shukai Ma

    • University of Maryland, College Park

  • Thomas M Antonsen

    • University of Maryland, College Park

  • Edward Ott

    • University of Maryland, College Park

  • Steven M Anlage

    • University of Maryland, College Park
    • Physics Department, University of Maryland
    • Physics, University of Maryland, College Park
    • Quantum Materials Center, University of Maryland, College Park

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• Investment vs. reward in a competitive knapsack problem

  ORAL

  March 17, 2021, 5:36 PM – March 17, 2021, 5:48 PM

  Presenters

  • Oren Neumann

    • Goethe University Frankfurt

  Authors

  • Oren Neumann

    • Goethe University Frankfurt

  • Claudius Gros

    • Goethe University Frankfurt
    • Institute for Theoretical Physics, Goethe University
    • Institute for Theoretical Physics, Goethe University Frankfurt

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