Statistically-informed deep learning for gravitational wave parameter
estimation

v1v2v3v4 (latest)

Statistically-informed deep learning for gravitational wave parameter estimation

5 March 2019

ArXiv (abs)PDF HTML

Papers citing "Statistically-informed deep learning for gravitational wave parameter estimation"

10 / 10 papers shown

Title
Convolutional Neural Networks for signal detection in real LIGO data O. Zelenka Bernd Brügmann F. Ohme 73 2 0 12 Feb 2024
Hyperparameter optimization of hp-greedy reduced basis for gravitational wave surrogates F. Cerino J. A. D. Pace Emmanuel A. Tassone M. Tiglio Atuel Villegas 52 0 0 23 Oct 2023
A brief review of contrastive learning applied to astrophysics M. Huertas-Company R. Sarmiento J. Knapen 74 9 0 08 Jun 2023
Adapting to noise distribution shifts in flow-based gravitational-wave inference J. Wildberger Maximilian Dax Stephen R. Green J. Gair M. Purrer Jakob H. Macke A. Buonanno Bernhard Schölkopf AI4CE 94 9 0 16 Nov 2022
DeepSNR: A deep learning foundation for offline gravitational wave detection Michael Andrews M. Paulini Luke Sellers Alexey Bobrick Gianni Martire Haydn Vestal OffRL 49 6 0 11 Jul 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 72 28 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 67 5 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 101 10 0 13 Oct 2021
Real-time gravitational-wave science with neural posterior estimation Maximilian Dax Stephen R. Green J. Gair Jakob H. Macke A. Buonanno Bernhard Schölkopf 85 135 0 23 Jun 2021
Advances in Machine and Deep Learning for Modeling and Real-time Detection of Multi-Messenger Sources Eliu A. Huerta Zhizhen Zhao 106 21 0 13 May 2021