Advances in Machine and Deep Learning for Modeling and Real-time Detection of Multi-Messenger Sources

13 May 2021

Papers citing "Advances in Machine and Deep Learning for Modeling and Real-time Detection of Multi-Messenger Sources"

12 / 12 papers shown

Title
Transfer Learning Adapts to Changing PSD in Gravitational Wave Data Beka Modrekiladze 19 0 0 15 Oct 2024
AI ensemble for signal detection of higher order gravitational wave modes of quasi-circular, spinning, non-precessing binary black hole mergers Minyang Tian Eliu A. Huerta Huihuo Zheng 22 1 0 29 Sep 2023
Physics-inspired spatiotemporal-graph AI ensemble for the detection of higher order wave mode signals of spinning binary black hole mergers Minyang Tian Eliu A. Huerta Huihuo Zheng Prayush Kumar 12 5 0 27 Jun 2023
$FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy$ FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy Nikil Ravi Pranshu Chaturvedi Eliu A. Huerta Zhengchun Liu Ryan Chard Aristana Scourtas K. J. Schmidt Kyle Chard Ben Blaiszik Ian Foster 39 26 0 01 Jul 2022
Applications of physics informed neural operators S. Rosofsky Hani Al Majed Eliu A. Huerta PINN AI4CE 27 39 0 23 Mar 2022
Inference-optimized AI and high performance computing for gravitational wave detection at scale Pranshu Chaturvedi Asad Khan Minyang Tian Eliu A. Huerta Huihuo Zheng 16 29 0 26 Jan 2022
AI and extreme scale computing to learn and infer the physics of higher order gravitational wave modes of quasi-circular, spinning, non-precessing binary black hole mergers Asad Khan E. A. H. abd Prayush Kumar 32 6 0 13 Dec 2021
Interpretable AI forecasting for numerical relativity waveforms of quasi-circular, spinning, non-precessing binary black hole mergers Asad Khan Eliu A. Huerta Huihuo Zheng 34 11 0 13 Oct 2021
A FAIR and AI-ready Higgs boson decay dataset Yifan Chen Eliu A. Huerta Javier Mauricio Duarte Philip C. Harris Daniel S. Katz ... Raghav Kansal Sang Eon Park Volodymyr V. Kindratenko Zhizhen Zhao R. Rusack 35 25 0 04 Aug 2021
Training Strategies for Deep Learning Gravitational-Wave Searches Marlin B. Schäfer O. Zelenka A. Nitz F. Ohme Bernd Brügmann 9 23 0 07 Jun 2021
Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructure Eliu A. Huerta Asad Khan Edward Davis Colleen Bushell W. Gropp ... S. Koric William T. C. Kramer Brendan McGinty Kenton McHenry Aaron Saxton AI4CE 36 44 0 18 Mar 2020
Statistically-informed deep learning for gravitational wave parameter estimation Hongyu Shen Eliu A. Huerta É. O’Shea Prayush Kumar Zhizhen Zhao 16 35 0 05 Mar 2019