Michael Coughlin

According to our database, Michael Coughlin authored at least 15 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GWAK: gravitational-wave anomalous knowledge with recurrent autoencoders.

Ryan Raikman, Eric A. Moreno, Ekaterina Govorkova, Ethan Marx, Alec Gunny, William Benoit, Deep Chatterjee, Rafia Omer, Muhammed Saleem, Dylan S. Rankin, Michael W. Coughlin, Philip C. Harris, Erik Katsavounidis

Mach. Learn. Sci. Technol., 2024

Rapid likelihood free inference of compact binary coalescences using accelerated hardware.

Deep Chatterjee, Ethan Marx, William Benoit, Ravi Kumar, Malina Desai, Ekaterina Govorkova, Alec Gunny, Eric A. Moreno, Rafia Omer, Ryan Raikman, Muhammed Saleem, Shrey Aggarwal, Michael Coughlin, Philip C. Harris, Erik Katsavounidis

Mach. Learn. Sci. Technol., 2024

A Neural Network-Based Search for Unmodeled Transients in LIGO-Virgo-KAGRA's Third Observing Run.

Ryan Raikman, Eric A. Moreno, Katya Govorkova, Siddharth Soni, Ethan Marx, William Benoit, Alec Gunny, Deep Chatterjee, Christina Reissel, Malina Desai, Rafia Omer, Muhammed Saleem, Philip C. Harris, Erik Katsavounidis, Michael W. Coughlin, Dylan S. Rankin

CoRR, 2024

The Palomar twilight survey of 'Ayló'chaxnim, Atiras, and comets.

Bryce T. Bolin, Frank J. Masci, Michael W. Coughlin, Dmitry A. Duev, Z. Ivezic, R. L. Jones, P. Yoachim, T. Ahumada, V. Bhalerao, H. Choudhary, C. Contreras, Y.-C. Cheng, C. M. Copperwheat, K. Deshmukh, C. Fremling, M. Granvik, K. K. Hardegree-Ullman, A. Y. Q. Ho, R. Jedicke, M. Kasliwal, H. Kumar, Z.-Y. Lin, A. Mahabal, A. Monson, J. D. Neill, D. Nesvorný, D. A. Perley, J. N. Purdum, R. Quimby, E. Serabyn, K. Sharma, V. Swain

CoRR, 2024

Identification and Localization of Cometary Activity in Solar System Objects with Machine Learning.

Bryce T. Bolin, Michael W. Coughlin

CoRR, 2024

2023

Optimizing Likelihood-free Inference using Self-supervised Neural Symmetry Embeddings.

Deep Chatterjee, Philip C. Harris, Maanas Goel, Malina Desai, Michael W. Coughlin, Erik Katsavounidis

CoRR, 2023

2022

Physics Community Needs, Tools, and Resources for Machine Learning.

Philip C. Harris, Erik Katsavounidis, William Patrick McCormack, Dylan S. Rankin, Yongbin Feng, Abhijith Gandrakota, Christian Herwig, Burt Holzman, Kevin Pedro, Nhan Tran, Tingjun Yang, Jennifer Ngadiuba, Michael Coughlin, Scott Hauck, Shih-Chieh Hsu, Elham E Khoda, Deming Chen, Mark S. Neubauer, Javier M. Duarte, Georgia Karagiorgi, Mia Liu

CoRR, 2022

A Software Ecosystem for Deploying Deep Learning in Gravitational Wave Physics.

Alec Gunny, Dylan S. Rankin, Philip C. Harris, Erik Katsavounidis, Ethan Marx, Muhammed Saleem, Michael Coughlin, William Benoit

Proceedings of the FlexScience '22: Proceedings of the 12th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures, 2022

2021

Enhancing gravitational-wave science with machine learning.

Elena Cuoco, Jade Powell, Marco Cavaglià, Kendall Ackley, Michal Bejger, Chayan Chatterjee, Michael Coughlin, Scott Coughlin, Paul Easter, Reed Essick, Hunter Gabbard, Timothy Gebhard, Shaon Ghosh, Leïla Haegel, Alberto Iess, David Keitel, Zsuzsa Márka, Szabolcs Márka, Filip Morawski, Tri Nguyen, Rich Ormiston, Michael Pürrer, Massimiliano Razzano, Kai Staats, Gabriele Vajente, Daniel Williams

Mach. Learn. Sci. Technol., 2021

Tails: Chasing Comets with the Zwicky Transient Facility and Deep Learning.

Dmitry A. Duev, Bryce T. Bolin, Matthew J. Graham, Michael S. P. Kelley, Ashish Mahabal, Eric C. Bellm, Michael W. Coughlin, Richard Dekany, George Helou, Shrinivas R. Kulkarni, Frank J. Masci, Thomas A. Prince, Reed Riddle, Maayane T. Soumagnac, Stefan Johann van der Walt

CoRR, 2021

Autonomous Real-Time Science-Driven Follow-up of Survey Transients.

Niharika Sravan, Matthew J. Graham, Christoffer Fremling, Michael W. Coughlin

Proceedings of the Big-Data-Analytics in Astronomy, Science, and Engineering, 2021

2017

Augmenting cloud architectures to support decentralized applications.

Michael Coughlin, Kelly Kaoudis, Eric Keller

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Trusted Click: Overcoming Security issues of NFV in the Cloud.

Michael Coughlin, Eric Keller, Eric Wustrow

Proceedings of the ACM International Workshop on Security in Software Defined Networks & Network Function Virtualization, 2017

2016

Apps with Hardware: Enabling Run-time Architectural Customization in Smart Phones.

Michael Coughlin, Ali Ismail, Eric Keller

Proceedings of the 2016 USENIX Annual Technical Conference, 2016

2014

Extending the software-defined network boundary.

Oliver Michel, Michael Coughlin, Eric Keller

Proceedings of the ACM SIGCOMM 2014 Conference, 2014