Learning Bayesian posteriors with neural networks for gravitational-wave
inference

v1v2v3 (latest)

Learning Bayesian posteriors with neural networks for gravitational-wave inference

12 September 2019

ArXiv (abs)PDF HTML Github (14★)

Papers citing "Learning Bayesian posteriors with neural networks for gravitational-wave inference"

14 / 14 papers shown

Title
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
Machine-Learning Love: classifying the equation of state of neutron stars with Transformers Gonçalo Gonçalves Márcio Ferreira João Aveiro António Onofre F. F. Freitas C. Providência J. Font 101 5 0 15 Oct 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
Group equivariant neural posterior estimation Maximilian Dax Stephen R. Green J. Gair Michael Deistler Bernhard Schölkopf Jakob H. Macke BDL 104 31 0 25 Nov 2021
Applications and Techniques for Fast Machine Learning in Science A. Deiana Nhan Tran Joshua C. Agar Michaela Blott G. D. Guglielmo ... Ashish Sharma S. Summers Pietro Vischia J. Vlimant Olivia Weng 92 72 0 25 Oct 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
Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization Arnaud Delaunoy Antoine Wehenkel T. Hinderer S. Nissanke Christoph Weniger A. Williamson Gilles Louppe 120 30 0 24 Oct 2020
Genetic-algorithm-optimized neural networks for gravitational wave classification Dwyer Deighan Scott E. Field C. Capano G. Khanna 57 22 0 09 Oct 2020
Computational Techniques for Parameter Estimation of Gravitational Wave Signals R. Meyer M. Edwards P. Maturana-Russel N. Christensen 76 7 0 22 Sep 2020
Classifying the Equation of State from Rotating Core Collapse Gravitational Waves with Deep Learning M. Edwards 63 13 0 15 Sep 2020
Complete parameter inference for GW150914 using deep learning Stephen R. Green J. Gair BDL 101 90 0 07 Aug 2020
Gravitational-wave parameter estimation with autoregressive neural network flows Stephen R. Green C. Simpson J. Gair BDL 128 86 0 18 Feb 2020