AI in Different Aspects of Gravitational Waves

Presentations

• Improving mirror stabilization control of a gravitational wave observatory using Deep Loop Shaping

  ORAL · Invited

  March 16, 2026, 3:30 PM – March 16, 2026, 4:06 PM

  Publication: Jonas Buchli et al., Improving cosmological reach of a gravitational wave observatory using Deep Loop Shaping. Science 389, 1012-1015(2025). DOI:10.1126/science.adw1291

  Presenters

  • Jonas Buchli

    • Deep Mind

  Authors

  • Jonas Buchli

    • Deep Mind

  View abstract →

• Realtime detection and characterization of binary black holes in LVK O4 using neural networks

  ORAL · Invited

  March 16, 2026, 4:06 PM – March 16, 2026, 4:42 PM

  Publication: Some example GCN circulars of GW discoveries from this work:
  [1] LIGO Scientific Collaboration, VIRGO Collaboration, and Kagra Collaboration, "LIGO/Virgo/KAGRA S250904cv: Identification of a GW compact binary merger candidate", GCN.41700, 2025.
  [2] LIGO Scientific Collaboration, VIRGO Collaboration, and Kagra Collaboration, "LIGO/Virgo/KAGRA S250904br: Identification of a GW compact binary merger candidate", GCN.41692, 2025.
  [3] LIGO Scientific Collaboration, VIRGO Collaboration, and Kagra Collaboration, "LIGO/Virgo/KAGRA S250830m: Identification of a GW compact binary merger candidate", GCN.41601, 2025.
  [4] LIGO Scientific Collaboration, VIRGO Collaboration, and Kagra Collaboration, "LIGO/Virgo/KAGRA S250830bp: Identification of a GW compact binary merger candidate", GCN.41606, 2025.

  Presenters

  • Deep Chatterjee

    • Massachusetts Institute of Technology

  Authors

  • Deep Chatterjee

    • Massachusetts Institute of Technology

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• TBD

  ORAL · Invited

  March 16, 2026, 4:42 PM – March 16, 2026, 5:18 PM

  Presenters

  • Mervyn Chan

    • University of British Columbia

  Authors

  • Mervyn Chan

    • University of British Columbia

  View abstract →