276 citations · 2.5k across the 39 of their papers we have counts for
39 papers
GWSurrogate: A Python package for gravitational wave surrogate models
Scott E. Field, Vijay Varma, Jonathan Blackman +9
Fast and accurate waveform models are fundamentally important to modern gravitational wave astrophysics, enabling the study of merging compact objects like black holes and neutron…
Reduced-order modeling with artificial neurons for gravitational-wave inference
Alvin J. K. Chua, Chad R. Galley, Michele Vallisneri
Gravitational-wave data analysis is rapidly absorbing techniques from deep learning, with a focus on convolutional networks and related methods that treat noisy time series as imag…
Constraining the parameters of GW150914 & GW170104 with numerical relativity surrogates
Prayush Kumar, Jonathan Blackman, Scott E. Field +7
Gravitational-wave detectors have begun to observe coalescences of heavy black holes at a consistent pace for the past few years. Accurate models of gravitational waveforms are ess…
Radiation reaction for spinning bodies in effective field theory II: Spin-spin effects
Natália T. Maia, Chad R. Galley, Adam K. Leibovich +1
We compute the leading Post-Newtonian (PN) contributions at quadratic order in the spins to the radiation-reaction acceleration and spin evolution for binary systems, entering at f…
Radiation reaction for spinning bodies in effective field theory I: Spin-orbit effects
Natália T. Maia, Chad R. Galley, Adam K. Leibovich +1
We compute the leading Post-Newtonian (PN) contributions at linear order in the spin to the radiation-reaction acceleration and spin evolution for binary systems, which enter at fo…
A Numerical Relativity Waveform Surrogate Model for Generically Precessing Binary Black Hole Mergers
Jonathan Blackman, Scott E. Field, Mark A. Scheel +6
A generic, non-eccentric binary black hole (BBH) system emits gravitational waves (GWs) that are completely described by 7 intrinsic parameters: the black hole spin vectors and the…