Detection and Analysis of Gravitational Waves in the era of Multi-Messenger Astronomy: From Mathematical Modelling to Machine Learning

Videos from BIRS Workshop

, University of Pisa
- 10:04
Multi-messenger astronomy: synergies between gravitational wave and very high energy gamma-ray observations
Watch video | Download video: 202411180934-Patricelli.mp4 (85M)
, University of Oregon
- 10:56
Better probabilistic catalogs with normalizing flows
Watch video | Download video: 202411181035-Farr.mp4 (29M)
, Northwestern University
- 11:24
Simulation-based astrophysical inference from gravitational wave catalogs
Watch video | Download video: 202411181100-Ray.mp4 (66M)
, University of Glasgow
- 13:26
Multi-messenger astronomy with machine learning
Watch video | Download video: 202411181302-Heng.mp4 (60M)
, Univeristy of Glasgow
- 13:53
Matching matched filtering with machine learning (slight return)
Watch video | Download video: 202411181327-Messenger.mp4 (82M)
, Nordita-Stockholm
- 14:34
Leveraging direct and indirect observations of merging neutron star binaries.
Watch video | Download video: 202411181403-Sarin.mp4 (96M)
, University of Texas at Austin
- 14:56
Searching for the unexpected with gravitational waves
Watch video | Download video: 202411181435-Zimmerman.mp4 (51M)
, International Center for Theoretical Sciences (ICTS), Bangalore
- 16:00
Cosmology using gravitationally lensed gravitational waves
Watch video | Download video: 202411181531-Parameswaran.mp4 (93M)
, University of Mississippi
- 16:38
Challenges in claiming general relativity violation using gravitational wave observations
Watch video | Download video: 202411181609-Gupta.mp4 (74M)
, California Institute of Technology
- 09:20
An instrumentalist's take on machine learning
Watch video | Download video: 202411190850-Vajente.mp4 (84M)
, California Institute of Technology
- 09:46
Too many glitches and not enough time
Watch video | Download video: 202411190921-Davis.mp4 (75M)
, Utrecht University
- 10:06
DeepExtractor: Time-domain reconstruction of signals and glitches in gravitational wave data with U-Nets
Watch video | Download video: 202411190947-Dooney.mp4 (44M)
, California Institute of Technology
- 14:53
Roundtable discussion: Applications of machine learning in GW instrumentation, calibration, and detector characterization
Watch video | Download video: 202411191305-Vajente.mp4 (279M)
, Max Planck Institute for Gravitational Physics (AEI) Hannover
- 15:59
Modeling astrophysical binaries for next generation gravitational wave detectors
Watch video | Download video: 202411191532-Ghosh.mp4 (67M)
, Northwestern University / Monash University
- 16:30
Is there evidence of precessing and anti-aligned black hole binaries?
Watch video | Download video: 202411191600-Banagiri.mp4 (71M)
, University of Mississippi
- 16:55
Tracing the evolution of precessing binary black holes on eccentric orbits
Watch video | Download video: 202411191630-Singh.mp4 (77M)
, Penn State University
- 17:23
Foreground signals minimally affect inference of high-mass binary black holes in next-generation gravitational-wave detectors
Watch video | Download video: 202411191655-Chandra.mp4 (41M)
, OCA
- 09:45
AI for multi-messenger observations
Watch video | Download video: 202411200919-Antier.mp4 (80M)
, INFN Sezione di Roma
- 10:10
Deep learning techniques to detect long transient gravitational waves
Watch video | Download video: 202411200945-Serra.mp4 (71M)
, University of British Columbia
- 11:05
GSpyNetTreeS: auto glitch detection with segmentation
Watch video | Download video: 202411201034-Chan.mp4 (92M)
, University of Tokyo
- 11:27
Toward Accurate Inference of Black Hole Spin Distribution
Watch video | Download video: 202411201105-Morisaki.mp4 (48M)