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Featured researches published by J. Blackman.


Physical Review Letters | 2016

Detecting Gravitational-Wave Memory with LIGO: Implications of GW150914

P. D. Lasky; E. Thrane; Yuri Levin; J. Blackman; Yanbei Chen

It may soon be possible for Advanced LIGO to detect hundreds of binary black hole mergers per year. We show how the accumulation of many such measurements will allow for the detection of gravitational-wave memory: a permanent displacement of spacetime that comes from strong-field, general relativistic effects. We estimate that Advanced LIGO operating at design sensitivity may be able to make a signal-to-noise ratio 3 (5) detection of memory with ∼35u2009(90) events with masses and distance similar to GW150914. We highlight the importance of incorporating higher-order gravitational-wave modes for parameter estimation of binary black hole mergers, and describe how our methods can also be used to detect higher-order modes themselves before Advanced LIGO reaches design sensitivity.


Physical Review Letters | 2017

Black Hole Spectroscopy with Coherent Mode Stacking

Huan Yang; Kent Yagi; J. Blackman; Luis Lehner; Vasileios Paschalidis; Frans Pretorius; Nicolas Yunes

The measurement of multiple ringdown modes in gravitational waves from binary black hole mergers will allow for testing the fundamental properties of black holes in general relativity and to constrain modified theories of gravity. To enhance the ability of Advanced LIGO/Virgo to perform such tasks, we propose a coherent mode stacking method to search for a chosen target mode within a collection of multiple merger events. We first rescale each signal so that the target mode in each of them has the same frequency and then sum the waveforms constructively. A crucial element to realize this coherent superposition is to make use of axa0priori information extracted from the inspiral-merger phase of each event. To illustrate the method, we perform a study with simulated events targeting the ℓ=m=3 ringdown mode of the remnant black holes. We show that this method can significantly boost the signal-to-noise ratio of the collective target mode compared to that of the single loudest event. Using current estimates of merger rates, we show that it is likely that advanced-era detectors can measure this collective ringdown mode with one year of coincident data gathered at design sensitivity.


Physical Review D | 2017

All-sky search for periodic gravitational waves in the O1 LIGO data

B. Abbott; R. Abbott; R. Adhikari; A. Ananyeva; S. Anderson; S. Appert; K. Arai; M. C. Araya; J. C. Barayoga; B. C. Barish; B. K. Berger; G. Billingsley; J. K. Blackburn; R. Bork; A. F. Brooks; S. Brunett; C. Cahillane; T. A. Callister; C. B. Cepeda; P. Couvares; D. C. Coyne; R. W. P. Drever; P. Ehrens; J. Eichholz; T. Etzel; J. Feicht; E. M. Fries; S. E. Gossan; K. E. Gushwa; E. K. Gustafson

We report on an all-sky search for periodic gravitational waves in the frequency band 20–475 Hz and with a frequency time derivative in the range of [−1.0,+0.1]×10−8u2009u2009Hz/s. Such a signal could be produced by a nearby spinning and slightly nonaxisymmetric isolated neutron star in our galaxy. This search uses the data from Advanced LIGO’s first observational run, O1. No periodic gravitational wave signals were observed, and upper limits were placed on their strengths. The lowest upper limits on worst-case (linearly polarized) strain amplitude h0 are ∼4×10−25 near 170 Hz. For a circularly polarized source (most favorable orientation), the smallest upper limits obtained are ∼1.5×10−25. These upper limits refer to all sky locations and the entire range of frequency derivative values. For a population-averaged ensemble of sky locations and stellar orientations, the lowest upper limits obtained for the strain amplitude are ∼2.5×10−25.


Physical Review D | 2017

Search for intermediate mass black hole binaries in the first observing run of Advanced LIGO

B. Abbott; R. Abbott; R. Adhikari; A. Ananyeva; S. Anderson; S. Appert; K. Arai; M. C. Araya; J. C. Barayoga; B. C. Barish; B. K. Berger; G. Billingsley; J. K. Blackburn; R. Bork; A. F. Brooks; S. Brunett; C. Cahillane; T. A. Callister; C. B. Cepeda; P. Couvares; D. C. Coyne; Ronald W. P. Drever; P. Ehrens; J. Eichholz; T. Etzel; J. Feicht; E. M. Fries; S. E. Gossan; K. E. Gushwa; E. K. Gustafson

During their first observational run, the two Advanced LIGO detectors attained an unprecedented sensitivity, resulting in the first direct detections of gravitational-wave signals produced by stellar-mass binary black hole systems. This paper reports on an all-sky search for gravitational waves (GWs) from merging intermediate mass black hole binaries (IMBHBs). The combined results from two independent search techniques were used in this study: the first employs a matched-filter algorithm that uses a bank of filters covering the GW signal parameter space, while the second is a generic search for GW transients (bursts). No GWs from IMBHBs were detected; therefore, we constrain the rate of several classes of IMBHB mergers. The most stringent limit is obtained for black holes of individual mass 100u2009u2009M⊙, with spins aligned with the binary orbital angular momentum. For such systems, the merger rate is constrained to be less than 0.93u2009u2009Gpc^(−3)u2009yr^(−1) in comoving units at the 90% confidence level, an improvement of nearly 2 orders of magnitude over previous upper limits.


Physical Review Letters | 2015

Fast and Accurate Prediction of Numerical Relativity Waveforms from Binary Black Hole Coalescences Using Surrogate Models

J. Blackman; Scott E. Field; Chad R. Galley; Bela Szilagyi; Mark A. Scheel; Manuel Tiglio; Daniel A. Hemberger

Simulating a binary black hole coalescence by solving Einsteins equations is computationally expensive, requiring days to months of supercomputing time. Using reduced order modeling techniques, we construct an accurate surrogate model, which is evaluated in a millisecond to a second, for numerical relativity (NR) waveforms from nonspinning binary black hole coalescences with mass ratios in [1, 10] and durations corresponding to about 15 orbits before merger. We assess the models uncertainty and show that our modeling strategy predicts NR waveforms not used for the surrogates training with errors nearly as small as the numerical error of the NR code. Our model includes all spherical-harmonic _{-2}Y_{ℓm} waveform modes resolved by the NR code up to ℓ=8. We compare our surrogate model to effective one body waveforms from 50M_{⊙} to 300M_{⊙} for advanced LIGO detectors and find that the surrogate is always more faithful (by at least an order of magnitude in most cases).


Physical Review Letters | 2015

Approaching the Post-Newtonian Regime with Numerical Relativity: A Compact-Object Binary Simulation Spanning 350 Gravitational-Wave Cycles

Bela Szilagyi; J. Blackman; A. Buonanno; A. Taracchini; Harald P. Pfeiffer; Mark A. Scheel; Tony Chu; Lawrence E. Kidder; Y. Pan

Béla Szilágyi,1, 2 Jonathan Blackman,1 Alessandra Buonanno,3, 4 Andrea Taracchini,3 Harald P. Pfeiffer,5, 6 Mark A. Scheel,1 Tony Chu,7, 5 Lawrence E. Kidder,8 and Yi Pan4 1TAPIR, Walter Burke Institute for Theoretical Physics, California Institute of Technology, Pasadena, CA 91125, USA 2Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, Pasadena, CA 91106, USA 3Max Planck Institute for Gravitational Physics (Albert Einstein Institute), Am Mühlenberg 1, Potsdam-Golm, 14476, Germany 4Department of Physics, University of Maryland, College Park, MD 20742, USA 5Canadian Institute for Theoretical Astrophysics, 60 St. George Street, University of Toronto, Toronto, ON M5S 3H8, Canada 6Canadian Institute for Advanced Research, 180 Dundas St. West, Toronto, ON M5G 1Z8, Canada 7Department of Physics, Princeton University, Jadwin Hall, Princeton, NJ 08544, USA 8Center for Radiophysics and Space Research, Cornell University, Ithaca, New York 14853, USA (Dated: February 18, 2015)


Physical Review D | 2017

A Surrogate model of gravitational waveforms from numerical relativity simulations of precessing binary black hole mergers

J. Blackman; Scott E. Field; Mark A. Scheel; Chad R. Galley; Daniel A. Hemberger; P. Schmidt; R. J. E. Smith

We present the first surrogate model for gravitational waveforms from the coalescence of precessing binary black holes. We call this surrogate model NRSur4d2s. Our methodology significantly extends recently introduced reduced-order and surrogate modeling techniques, and is capable of directly modeling numerical relativity waveforms without introducing phenomenological assumptions or approximations to general relativity. Motivated by GW150914, LIGO’s first detection of gravitational waves from merging black holes, the model is built from a set of 276 numerical relativity (NR) simulations with mass ratios nq ≤ 2, dimensionless spin magnitudes up to 0.8, and the restriction that the initial spin of the smaller black hole lies along the axis of orbital angular momentum. It produces waveforms which begin ∼ 30 gravitational wave cycles before merger and continue through ringdown, and which contain the effects of precession as well as all l∈{2,3} spin-weighted spherical-harmonic modes. We perform cross-validation studies to compare the model to NR waveforms not used to build the model and find a better agreement within the parameter range of the model than other, state-of-the-art precessing waveform models, with typical mismatches of 10^(-3). We also construct a frequency domain surrogate model (called NRSur4d2s_FDROM) which can be evaluated in 50 ms and is suitable for performing parameter estimation studies on gravitational wave detections similar to GW150914.


Physical Review Letters | 2017

Gravitational Waves from Binary Black Hole Mergers inside Stars.

Joseph M. Fedrow; Christian D. Ott; Ulrich Sperhake; J. Blackman; Roland Haas; Christian Reisswig; Antonio De Felice

We present results from a controlled numerical experiment investigating the effect of stellar density gas on the coalescence of binary black holes (BBHs) and the resulting gravitational waves (GWs). This investigation is motivated by the proposed stellar core fragmentation scenario for BBH formation and the associated possibility of an electromagnetic counterpart to a BBH GW event. We employ full numerical relativity coupled with general-relativistic hydrodynamics and set up a 30+30u2009u2009M_{⊙} BBH (motivated by GW150914) inside gas with realistic stellar densities. Our results show that at densities ρ≳10^{6}-10^{7}u2009u2009gu2009cm^{-3} dynamical friction between the BHs and gas changes the coalescence dynamics and the GW signal in an unmistakable way. We show that for GW150914, LIGO observations appear to rule out BBH coalescence inside stellar gas of ρ≳10^{7}u2009u2009gu2009cm^{-3}. Typical densities in the collapsing cores of massive stars are in excess of this density. This excludes the fragmentation scenario for the formation of GW150914.


Physical Review Letters | 2014

Sparse Representations of Gravitational Waves from Precessing Compact Binaries

J. Blackman; Bela Szilagyi; Chad R. Galley; Manuel Tiglio

Many relevant applications in gravitational wave physics share a significant common problem: the seven-dimensional parameter space of gravitational waveforms from precessing compact binary inspirals and coalescences is large enough to prohibit covering the space of waveforms with sufficient density. We find that by using the reduced basis method together with a parametrization of waveforms based on their phase and precession, we can construct ultracompact yet high-accuracy representations of this large space. As a demonstration, we show that less than 100 judiciously chosen precessing inspiral waveforms are needed for 200 cycles, mass ratios from 1 to 10, and spin magnitudes ≤0.9. In fact, using only the first 10 reduced basis waveforms yields a maximum mismatch of 0.016 over the whole range of considered parameters. We test whether the parameters selected from the inspiral regime result in an accurate reduced basis when including merger and ringdown; we find that this is indeed the case in the context of a nonprecessing effective-one-body model. This evidence suggests that as few as ∼100 numerical simulations of binary black hole coalescences may accurately represent the seven-dimensional parameter space of precession waveforms for the considered ranges.


Classical and Quantum Gravity | 2017

An architecture for efficient gravitational wave parameter estimation with multimodal linear surrogate models

R. O’Shaughnessy; J. Blackman; Scott E. Field

The recent direct observation of gravitational waves has further emphasized the desire for fast, low-cost, and accurate methods to infer the parameters of gravitational wave sources. Due to expense in waveform generation and data handling, the cost of evaluating the likelihood function limits the computational performance of these calculations. Building on recently developed surrogate models and a novel parameter estimation pipeline, we show how to quickly generate the likelihood function as an analytic, closed-form expression. Using a straightforward variant of a production-scale parameter estimation code, we demonstrate our method using surrogate models of effective-one-body and numerical relativity waveforms. Our study is the first time these models have been used for parameter estimation and one of the first ever parameter estimation calculations with multi-modal numerical relativity waveforms, which include all l ⩽ 4 modes. Our grid-free method enables rapid parameter estimation for any waveform with a suitable reduced-order model. The methods described in this paper may also find use in other data analysis studies, such as vetting coincident events or the computation of the coalescing-compact-binary detection statistic.

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Mark A. Scheel

California Institute of Technology

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Chad R. Galley

California Institute of Technology

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Christian D. Ott

California Institute of Technology

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R. J. E. Smith

California Institute of Technology

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A. Ananyeva

California Institute of Technology

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A. F. Brooks

Massachusetts Institute of Technology

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