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Jonathan Gair

Explore the profile of Jonathan Gair including associated specialties, affiliations and a list of published articles. Areas
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Citations 9
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Recent Articles
1.
Dax M, Green S, Gair J, Gupte N, Purrer M, Raymond V, et al.
Nature . 2025 Mar; 639(8053):49-53. PMID: 40044889
Mergers of binary neutron stars emit signals in both the gravitational-wave (GW) and electromagnetic spectra. Famously, the 2017 multi-messenger observation of GW170817 (refs. ) led to scientific discoveries across cosmology,...
2.
Dax M, Green S, Gair J, Purrer M, Wildberger J, Macke J, et al.
Phys Rev Lett . 2023 May; 130(17):171403. PMID: 37172245
We combine amortized neural posterior estimation with importance sampling for fast and accurate gravitational-wave inference. We first generate a rapid proposal for the Bayesian posterior using neural networks, and then...
3.
Dax M, Green S, Gair J, Macke J, Buonanno A, Scholkopf B
Phys Rev Lett . 2021 Dec; 127(24):241103. PMID: 34951790
We demonstrate unprecedented accuracy for rapid gravitational wave parameter estimation with deep learning. Using neural networks as surrogates for Bayesian posterior distributions, we analyze eight gravitational wave events from the...
4.
Canizares P, Field S, Gair J, Raymond V, Smith R, Tiglio M
Phys Rev Lett . 2015 Mar; 114(7):071104. PMID: 25763948
Inferring the astrophysical parameters of coalescing compact binaries is a key science goal of the upcoming advanced LIGO-Virgo gravitational-wave detector network and, more generally, gravitational-wave astronomy. However, current approaches to...
5.
Gair J
Gastroenterol Nurs . 2013 Feb; 36(1):30-5. PMID: 23364363
The gastroenterology procedures environment has proven to be fertile ground for the realization of moral distress as it relates to the practice of nursing. Specifically, nurses are expected to fulfill...