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Main Authors: Fontbuté, Joan, Andrade, Tomas, Luna, Raimon, Bustillo, Juan Calderón, Morrás, Gonzalo, Jaraba, Santiago, García-Bellido, Juan, Izquierdo, Germán López
Format: Preprint
Published: 2024
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Online Access:https://arxiv.org/abs/2409.16742
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author Fontbuté, Joan
Andrade, Tomas
Luna, Raimon
Bustillo, Juan Calderón
Morrás, Gonzalo
Jaraba, Santiago
García-Bellido, Juan
Izquierdo, Germán López
author_facet Fontbuté, Joan
Andrade, Tomas
Luna, Raimon
Bustillo, Juan Calderón
Morrás, Gonzalo
Jaraba, Santiago
García-Bellido, Juan
Izquierdo, Germán López
contents We present a surrogate numerical-relativity model for close hyperbolic black-hole encounters with equal masses and spins aligned with the orbital momentum. Our model, generated in terms of the Newman-Penrose scalar $ψ_4$, spans impact parameters $b/M\in [11, 15]$ and spin components $χ_{i} \in [-0.5,0.5]$, modeling the $(\ell,m)=(2,0)$, $(2, \pm 2)$, $(3,\pm 2)$ and $(4,\pm 4)$ emission multipoles. The model is faithful to numerical relativity simulations, yielding mismatches lower than $10^{-3}$. We test the ability of our model to recover the parameters of numerically simulated signals. We find that, despite the high accuracy of the model, parameter inference struggles to correctly capture the parameters of the source even for SNRs as large as 50 due to the strong degeneracies present in the parameter space. This indicates that correctly identifying these systems will require of extremely large signal loudness, only typical of third generation detectors. Nevertheless, we also find that, if one attempts to infer certain combinations of such degenerated parameters, there might be a chance to prove the existence of this type of events, even with the current ground-based detectors, as long as these combinations make sense astrophysically and cosmologically.
format Preprint
id arxiv_https___arxiv_org_abs_2409_16742
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle A numerical-relativity surrogate model for hyperbolic encounters of black holes: challenges in parameter estimation
Fontbuté, Joan
Andrade, Tomas
Luna, Raimon
Bustillo, Juan Calderón
Morrás, Gonzalo
Jaraba, Santiago
García-Bellido, Juan
Izquierdo, Germán López
General Relativity and Quantum Cosmology
We present a surrogate numerical-relativity model for close hyperbolic black-hole encounters with equal masses and spins aligned with the orbital momentum. Our model, generated in terms of the Newman-Penrose scalar $ψ_4$, spans impact parameters $b/M\in [11, 15]$ and spin components $χ_{i} \in [-0.5,0.5]$, modeling the $(\ell,m)=(2,0)$, $(2, \pm 2)$, $(3,\pm 2)$ and $(4,\pm 4)$ emission multipoles. The model is faithful to numerical relativity simulations, yielding mismatches lower than $10^{-3}$. We test the ability of our model to recover the parameters of numerically simulated signals. We find that, despite the high accuracy of the model, parameter inference struggles to correctly capture the parameters of the source even for SNRs as large as 50 due to the strong degeneracies present in the parameter space. This indicates that correctly identifying these systems will require of extremely large signal loudness, only typical of third generation detectors. Nevertheless, we also find that, if one attempts to infer certain combinations of such degenerated parameters, there might be a chance to prove the existence of this type of events, even with the current ground-based detectors, as long as these combinations make sense astrophysically and cosmologically.
title A numerical-relativity surrogate model for hyperbolic encounters of black holes: challenges in parameter estimation
topic General Relativity and Quantum Cosmology
url https://arxiv.org/abs/2409.16742