Statistical Physics of Networks: Theory and Applications to Complex Systems

Presentations

• Abstract Withdrawn

  ORAL · Invited · Withdrawn

  March 17, 2026, 12:00 PM – March 17, 2026, 12:36 PM

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• Harnessing Network Complexity and Local Adaptation for Robust Computation in Reservoir Computers

  ORAL · Invited

  March 17, 2026, 12:36 PM – March 17, 2026, 1:12 PM

  Presenters

  • Michelle Girvan

    • University of Maryland College Park

  Authors

  • Michelle Girvan

    • University of Maryland College Park

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• Abstract Withdrawn

  ORAL · Withdrawn

  March 17, 2026, 1:12 PM – March 17, 2026, 1:24 PM

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• Network Reproducibility Using Designed Building Blocks

  ORAL

  March 17, 2026, 1:24 PM – March 17, 2026, 1:36 PM

  Presenters

  • Cory S Glover

    • Northeastern University

  Authors

  • Cory S Glover

    • Northeastern University

  • Jasper van der Kolk

    • Central European University

  • Albert-Laszlo Barabasi

    • Northeastern University

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• A Statistical Physics Framework for Loss of Network Resilience in Aging

  ORAL

  March 17, 2026, 1:36 PM – March 17, 2026, 1:48 PM

  Publication: Gross, B., & Barabási, A.L. Network resilience theory of aging. In preparation.

  Presenters

  • Bnaya Gross

    • Northeastern University

  Authors

  • Bnaya Gross

    • Northeastern University

  • Albert-Laszlo Barabasi

    • Northeastern University

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• Network Attack and Defense: Deep Learning in the Presence of Limited Information

  ORAL

  March 17, 2026, 1:48 PM – March 17, 2026, 2:00 PM

  Presenters

  • Jordan D. Lanctot

    • Toronto Metropolitan University

  Authors

  • Jordan D. Lanctot

    • Toronto Metropolitan University

  • Sean P Cornelius

    • Toronto Metropolitan University

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• Complexity Flow and Emergent Topology in Neural Networks

  ORAL

  March 17, 2026, 2:00 PM – March 17, 2026, 2:12 PM

  Publication: Manuscript in preparation for planned submission in 2025-2026.

  Presenters

  • Bismah Rizwan

    • Colorado School of Mines

  Authors

  • Bismah Rizwan

    • Colorado School of Mines

  • Frank P Barrows

    • Los Alamos National Laboratory

  • Lincoln D Carr

    • Colorado School of Mines

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• Indirect Targeting in Network Dynamics

  ORAL

  March 17, 2026, 2:12 PM – March 17, 2026, 2:24 PM

  Presenters

  • Keanu Mason Rock

    • Toronto Metropolitan University

  Authors

  • Keanu Mason Rock

    • Toronto Metropolitan University

  • Sean P Cornelius

    • Toronto Metropolitan University

  • Adilson E Motter

    • Northwestern University

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• Sampling of cycles in graphs for material networks

  ORAL

  March 17, 2026, 2:24 PM – March 17, 2026, 2:36 PM

  Publication: Ruth, P., Cameron, M. Theory and algorithms for clusters of cycles in graphs, In preparation (2025).

  Presenters

  • Perrin Ruth

    • Department of Mathematics, University of Maryland, College Park

  Authors

  • Perrin Ruth

    • Department of Mathematics, University of Maryland, College Park

  • Maria Cameron

    • Department of Mathematics, University of Maryland, College Park

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• Using Self-Consistent Integral Equations to Determine Percolation in Nonreciprocal Random Networks

  ORAL

  March 17, 2026, 2:36 PM – March 17, 2026, 2:48 PM

  Publication: Steinbock, Nonreciprocal random networks and their percolation properties, Phys. Rev. E 112, 044302 (2025)

  Presenters

  • Chanania Steinbock

    • Johns Hopkins University

  Authors

  • Chanania Steinbock

    • Johns Hopkins University

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• Abstract Withdrawn

  ORAL · Withdrawn

  March 17, 2026, 2:48 PM – March 17, 2026, 3:00 PM

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