Workshop IV: Big Data in Multi-Messenger Astrophysics - IPAM

Workshop IV: Big Data in Multi-Messenger Astrophysics

Part of the Long Program Mathematical and Computational Challenges in the Era of Gravitational Wave Astronomy
November 29 - December 3, 2021

Schedule

All times in this Schedule are Pacific Time (PT)

Monday, November 29, 2021

Morning Session

08:00-08:55
Check-In/Light Breakfast (Hosted by IPAM)
08:55-09:00
Welcome & Opening Remarks: Dean Miguel García-Garibay (Dean of Physical Sciences, UCLA) and Dima Shlyakhtenko (Director, IPAM)
Session Chair: Marco Cavaglia
09:00-09:45
Deep Chatterjee (University of Illinois at Urbana-Champaign)
Applications of machine learning in low-latency electromagnetic counterpart inference from gravitational waves
09:55-10:15
Break
10:15-10:55
Joseph Bayley (University of Glasgow)
Virtual Talk: Rapidly searching for continuous gravitational waves
Break
11:30-12:15
Ik Siong Heng (University of Glasgow)
Gaussian Mixture Models for transient gravitational wave detection

Afternoon Session

12:25-14:00
Lunch (on your own)
14:00-14:45
Gabriela González (Louisiana State University)
Virtual Talk: Non-astrophysical transients in LIGO detectors: help with machine learning techniques
14:55-15:15
Break
15:15-16:00
Alejandro Torres-Forné (University of Valencia)
Variational models and algorithms for GW denoising and reconstruction: applications
16:15-18:00
Reception (Location: IPAM Lobby)

Tuesday, November 30, 2021

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
Session Chair: Antonio Marquina
09:00-09:45
Michael Coughlin (University of Minnesota, Twin Cities)
Machine Learning in the Multi-Messenger Era: Inference as a service and optimal light curve augmentation
09:55-10:15
Break
10:15-10:45
Agata Trovato (Università di Trieste)
Virtual Talk: Neural networks for gravitational-wave trigger selection in single-detector periods
10:55-11:15
Break
11:15-12:00
Joshua Willis (California Institute of Technology)
Meeting the Computational Challenges of Third-Generation Gravitational-Wave Detectors

Afternoon Session

12:10-14:00
Lunch (on your own)
14:00-14:45
Marco Cavaglia (Missouri University of Science and Technology)
Think out of the (counting) box

Wednesday, December 1, 2021

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
Session Chair: Mairi Sakellariadou
09:00-09:40
Irene Di Palma (Sapienza University of Rome)
Virtual Talk: Deep learning algorithm for core-collapse supernova detection
09:50-10:15
Break
10:15-10:55
Leïla Haegel (Université de Paris VII (Denis Diderot))
Virtual Talk: Machine learning for accurate gravitational waves modelling
11:05-11:30
Break
11:30-12:10
Guillermo Valdes (Texas A&M University - College Station)
Virtual Talk: Acoustic noise in gravitational-wave detectors

Afternoon Session

12:20-14:00
Lunch (on your own)
14:00-14:45
Jenne Driggers (California Institute of Technology)
Improving the sensitivity of gravitational wave interferometers
14:55-15:15
Break
15:15-15:55
Nathan Whitehorn (Michigan State University)
Virtual Talk: Finding a neutrino in a haystack: computational challenges for the IceCube Neutrino Observatory

Thursday, December 2, 2021

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
Session Chair: Jenne Driggers
09:00-09:40
John Veitch (University of Glasgow)
Virtual Talk: Computational Challenges in Gravitational Wave Parameter Estimation
09:50-10:15
Break
10:15-10:55
Jess McIver (University of British Columbia)
Virtual Talk: Rapid glitch mitigation for near-future gravitational-wave detectors
11:05-11:30
Break
11:30-12:15
Gabriele Vajente (California Institute of Technology)
Virtual Talk: Machine Learning and Gravitational Wave Detectors

Afternoon Session

12:25-14:00
Lunch (on your own)
14:00-14:40
Kelly Holley-Bockelmann (Vanderbilt University)
Virtual Talk: Maximizing Multi-messenger Astronomy with LISA
14:50-15:15
Break
15:15-15:50
Discussion

Friday, December 3, 2021

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
Session Chair: Jose Antonio Font
09:00-09:45
Patrick Godwin (California Institute of Technology)
Low-latency Noise Mitigation Techniques in Gravitational-wave Detector Data Using Auxiliary Sensor Information
09:55-10:15
Break
10:15-10:55
Jonathan Gair (Max Planck Institute for Gravitational Physics, Albert Einstein Institute)
Virtual Talk: Rapid and robust parameter estimation for gravitational wave observations
11:05-11:30
Break
11:30-12:15
Frank Wuerthwein (University of California, San Diego (UCSD))
Global Cyberinfrastructure for LIGO, Virgo, Kagra, IceCube, and others
Printable Version