Nils Deppe
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
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Nils Deppe has a total of 213 co-authors. Here are the top co-authors by number of shared publications:
- Lawrence E. Kidder
Cornell University
59 shared publications - William Throwe
Cornell University
52 shared publications - Nils Leif Vu
California Institute of Technology
46 shared publications - Jordan Moxon
California Institute of Technology
37 shared publications - Michael Boyle
Cornell University
36 shared publications - Mark A. Scheel
California Institute of Technology
35 shared publications
Latest Publications
- 21 October 2026
- Published by American Physical Society (APS) in Physical Review D
- Vol. 114 (8) , 084065
Merger remnant and eccentricity dynamics surrogates for eccentric nonspinning black hole binaries
Accurate models of merger remnants are increasingly important for gravitational-wave science, including precision tests of gravity with ringdown, inference of black-hole populations, and modeling hierarchical mergers. For eccentric binaries, remnant mass, spin, and recoil carry nontrivial imprints of eccentricity that are both physically informative and more challenging to model, yet remain less developed than in the quasicircular case. We present two new models trained on numerical-relativity (NR) simulations of unequal-mass, nonspinning eccentric binary black holes: NRSurE_q4NoSpin_Remnant, which predicts remnant properties, and NRSurE_q4NoSpin_Dynamics, a time-domain surrogate for the evolution of eccentricity and mean anomaly. Both models are trained on NR simulations over a three-dimensional parameter space with mass ratios $q\ensuremath{\le}4$, eccentricity $e<0.23$, and mean anomaly $\ensuremath{\ell}\ensuremath{\in}[0,2\ensuremath{\pi})$ radians, where both $e$ and $\ensuremath{\ell}$ are defined at $t=\ensuremath{-}1000M$ relative to peak amplitude and $M$ is the total mass. We highlight some applications, including the phenomenological impact of eccentricity on remnant properties and the enhancement or suppression of recoil. We also provide error estimates for all modeled quantities, supporting reliable use in current and future gravitational-wave parameter-estimation analyses. Both models will be made available through open-source codes.- 21 October 2026
- Published by American Physical Society (APS) in Physical Review D
- Vol. 114 (8) , 084065
Merger remnant and eccentricity dynamics surrogates for eccentric nonspinning black hole binaries
Accurate models of merger remnants are increasingly important for gravitational-wave science, including precision tests of gravity with ringdown, inference of black-hole populations, and modeling hierarchical mergers. For eccentric binaries, remnant mass, spin, and recoil carry nontrivial imprints of eccentricity that are both physically informative and more challenging to model, yet remain less developed than in the quasicircular case. We present two new models trained on numerical-relativity (NR) simulations of unequal-mass, nonspinning eccentric binary black holes: NRSurE_q4NoSpin_Remnant, which predicts remnant properties, and NRSurE_q4NoSpin_Dynamics, a time-domain surrogate for the evolution of eccentricity and mean anomaly. Both models are trained on NR simulations over a three-dimensional parameter space with mass ratios $q\ensuremath{\le}4$, eccentricity $e<0.23$, and mean anomaly $\ensuremath{\ell}\ensuremath{\in}[0,2\ensuremath{\pi})$ radians, where both $e$ and $\ensuremath{\ell}$ are defined at $t=\ensuremath{-}1000M$ relative to peak amplitude and $M$ is the total mass. We highlight some applications, including the phenomenological impact of eccentricity on remnant properties and the enhancement or suppression of recoil. We also provide error estimates for all modeled quantities, supporting reliable use in current and future gravitational-wave parameter-estimation analyses. Both models will be made available through open-source codes.- Open Access
- 10 June 2026
- Published by American Astronomical Society in The Astrophysical Journal Letters
- Vol. 1004 (1) , L19
Eccentricity as a Signature of Hierarchical Subsolar-mass Mergers in Collapsar Disks
In this work, we investigate gravitational-wave signatures of a proposed subsolar-mass merger scenario resulting from fragmentation inside a collapsar accretion disk. This scenario has gained recent interest with the electromagnetic transient AT2025ulz, a possible superkilonova counterpart candidate to the subthreshold gravitational wave event S250818k. One prediction of fragmentation is the formation of multiple smaller neutron-star fragments, some of which might merge hierarchically. Such mergers are expected not only to produce individual electromagnetic counterparts but also, because of their repeated capture and merger dynamics, to impart kicks to the system and thereby drive orbital eccentricity. By performing numerical relativity simulations of hierarchical subsolar-mass compact-object mergers modeled as black holes in a disklike geometry consistent with this scenario, we demonstrate the buildup of potentially large eccentricity for the final merger, of order e ≃ 0.6 initially, and show that, because of the short lifetime of the system, a substantial part of this eccentricity, up to e ≃ 0.1, can survive until the final neutron star–black hole merger in the general case. As a result, future detections of eccentricities in potential subsolar-mass gravitational-wave candidate events would be a strong indicator for a hierarchical formation scenario. In the extreme case, where we observe repeated mergers to lead to the formation of a solar-mass neutron star, the expected binary parameters can be in a regime similar to those of the eccentric neutron star–black hole merger event GW200105.
- 10 June 2026
- Published by American Astronomical Society in The Astrophysical Journal Letters
- Vol. 1004 (1) , L19
Open AccessEccentricity as a Signature of Hierarchical Subsolar-mass Mergers in Collapsar Disks
In this work, we investigate gravitational-wave signatures of a proposed subsolar-mass merger scenario resulting from fragmentation inside a collapsar accretion disk. This scenario has gained recent interest with the electromagnetic transient AT2025ulz, a possible superkilonova counterpart candidate to the subthreshold gravitational wave event S250818k. One prediction of fragmentation is the formation of multiple smaller neutron-star fragments, some of which might merge hierarchically. Such mergers are expected not only to produce individual electromagnetic counterparts but also, because of their repeated capture and merger dynamics, to impart kicks to the system and thereby drive orbital eccentricity. By performing numerical relativity simulations of hierarchical subsolar-mass compact-object mergers modeled as black holes in a disklike geometry consistent with this scenario, we demonstrate the buildup of potentially large eccentricity for the final merger, of order e ≃ 0.6 initially, and show that, because of the short lifetime of the system, a substantial part of this eccentricity, up to e ≃ 0.1, can survive until the final neutron star–black hole merger in the general case. As a result, future detections of eccentricities in potential subsolar-mass gravitational-wave candidate events would be a strong indicator for a hierarchical formation scenario. In the extreme case, where we observe repeated mergers to lead to the formation of a solar-mass neutron star, the expected binary parameters can be in a regime similar to those of the eccentric neutron star–black hole merger event GW200105.
- 28 May 2026
- Published by American Physical Society (APS) in Physical Review D
- Vol. 113 (10)
Error quantification and comparison of binary neutron star gravitational waveforms from numerical relativity codes
- 28 May 2026
- Published by American Physical Society (APS) in Physical Review D
- Vol. 113 (10)
Error quantification and comparison of binary neutron star gravitational waveforms from numerical relativity codes
- 6 April 2026
- Published by American Physical Society (APS) in Physical Review D
- Vol. 113 (8)
Learning post-Newtonian corrections from numerical relativity
- 6 April 2026
- Published by American Physical Society (APS) in Physical Review D
- Vol. 113 (8)
Learning post-Newtonian corrections from numerical relativity
- Top Cited PapersOpen Access
- 3 October 2025
- Published by IOP Publishing in Classical and Quantum Gravity
- Vol. 42 (19) , 195017
The SXS collaboration’s third catalog of binary black hole simulations
We present a major update to the Simulating eXtreme Spacetimes (SXSs) Collaboration’s catalog of binary black hole (BBH) simulations. Using highly efficient spectral methods implemented in the Spectral Einstein Code (SpEC), we have nearly doubled the total number of binary configurations from 2018 to 3756. The catalog now more densely covers the parameter space with precessing simulations up to mass ratio q = 8 and dimensionless spins up to | χ → | ⩽ 0.8 with near-zero eccentricity. The catalog also includes some simulations at higher mass ratios with moderate spin and more than 250 eccentric simulations. We have also deprecated and rerun some simulations from our previous catalog (e.g. simulations run with a much older version of SpEC or that had anomalously high errors in the waveform). The median waveform difference (which is similar to the mismatch) between resolutions over the simulations in the catalog is 4 × 10 − 4 . The simulations have a median of 22 orbits, while the longest simulation has 148 orbits. We have corrected each waveform in the catalog to be in the binary’s center-of-mass frame and exhibit gravitational-wave memory. We estimate the total CPU cost of all simulations in the catalog to be 480 000 000 core-hours. We find that using spectral methods for BBH simulations is over 1000 times more efficient than previously published finite-difference simulations. The full catalog is publicly available through the sxs Python package and at https://data.black-holes.org .
- 3 October 2025
- Published by IOP Publishing in Classical and Quantum Gravity
- Vol. 42 (19) , 195017
Top Cited PapersOpen AccessThe SXS collaboration’s third catalog of binary black hole simulations
We present a major update to the Simulating eXtreme Spacetimes (SXSs) Collaboration’s catalog of binary black hole (BBH) simulations. Using highly efficient spectral methods implemented in the Spectral Einstein Code (SpEC), we have nearly doubled the total number of binary configurations from 2018 to 3756. The catalog now more densely covers the parameter space with precessing simulations up to mass ratio q = 8 and dimensionless spins up to | χ → | ⩽ 0.8 with near-zero eccentricity. The catalog also includes some simulations at higher mass ratios with moderate spin and more than 250 eccentric simulations. We have also deprecated and rerun some simulations from our previous catalog (e.g. simulations run with a much older version of SpEC or that had anomalously high errors in the waveform). The median waveform difference (which is similar to the mismatch) between resolutions over the simulations in the catalog is 4 × 10 − 4 . The simulations have a median of 22 orbits, while the longest simulation has 148 orbits. We have corrected each waveform in the catalog to be in the binary’s center-of-mass frame and exhibit gravitational-wave memory. We estimate the total CPU cost of all simulations in the catalog to be 480 000 000 core-hours. We find that using spectral methods for BBH simulations is over 1000 times more efficient than previously published finite-difference simulations. The full catalog is publicly available through the sxs Python package and at https://data.black-holes.org .
- Open Access
Error quantification and comparison of binary neutron star gravitational waveforms from numerical relativity codes
Future gravitational wave detections of merging binary neutron star systems have the possibility to tightly constrain the equation of state of dense nuclear matter. In order to extract such constraints, gravitational waveform models need to be calibrated to accurate numerical relativity simulations of the late inspiral and merger. In this work, we take an essential step toward classifying the error and potential systematics in current generation numerical relativity simulations of merging binary neutron stars. To this end, we perform a direct comparison of two codes (FIL, SpEC), which differ in many aspects, including the numerical methods and discretizations used and equations solved. We find that despite these different approaches, the codes are -- within current numerical resolution bounds -- fully consistent, and broadly comparable in cost for a given accuracy level. Our results indicate that the error in the waveforms is primarily dominated by the hydrodynamic evolution, consistent with earlier findings in the literature. We also discuss current limitations and cost estimates for numerical relativity simulations to reach the accuracies required in the era of next-generation gravitational wave detectors.
Open AccessError quantification and comparison of binary neutron star gravitational waveforms from numerical relativity codes
Future gravitational wave detections of merging binary neutron star systems have the possibility to tightly constrain the equation of state of dense nuclear matter. In order to extract such constraints, gravitational waveform models need to be calibrated to accurate numerical relativity simulations of the late inspiral and merger. In this work, we take an essential step toward classifying the error and potential systematics in current generation numerical relativity simulations of merging binary neutron stars. To this end, we perform a direct comparison of two codes (FIL, SpEC), which differ in many aspects, including the numerical methods and discretizations used and equations solved. We find that despite these different approaches, the codes are -- within current numerical resolution bounds -- fully consistent, and broadly comparable in cost for a given accuracy level. Our results indicate that the error in the waveforms is primarily dominated by the hydrodynamic evolution, consistent with earlier findings in the literature. We also discuss current limitations and cost estimates for numerical relativity simulations to reach the accuracies required in the era of next-generation gravitational wave detectors.
- 8 September 2025
- Published by American Physical Society (APS) in Physical Review D
- Vol. 112 (6)
Probing the ringdown perturbation in binary black hole coalescences with an improved quasinormal mode extraction algorithm
- 8 September 2025
- Published by American Physical Society (APS) in Physical Review D
- Vol. 112 (6)
Probing the ringdown perturbation in binary black hole coalescences with an improved quasinormal mode extraction algorithm
- Open Access
Horizon tracking for asynchronous parallel black hole simulations
In the field of gravitational wave science, next-generation detectors will be substantially more accurate than the current suite of detectors. Numerical relativity simulations of binary black hole (BBH) gravitational waveforms must become faster, more efficient, and more accurate to be used in analyses of these next-generation detections. One approach, which the $\texttt{SpECTRE}$ code employs, is using spectral methods for accuracy along with asynchronous task-based parallelism to avoid idle time in simulations and make the most efficient use of computational resources. When writing an asynchronous application, algorithms must be redesigned compared to their synchronous counterparts. To illustrate this process, we present novel methods for dynamically tracking the apparent horizons in evolutions of BBH mergers using a feedback control system, all in the context of asynchronous parallelism. We also briefly detail how these methods can be applied to binary neutron star simulations performed with asynchronous parallelism.Open AccessHorizon tracking for asynchronous parallel black hole simulations
In the field of gravitational wave science, next-generation detectors will be substantially more accurate than the current suite of detectors. Numerical relativity simulations of binary black hole (BBH) gravitational waveforms must become faster, more efficient, and more accurate to be used in analyses of these next-generation detections. One approach, which the $\texttt{SpECTRE}$ code employs, is using spectral methods for accuracy along with asynchronous task-based parallelism to avoid idle time in simulations and make the most efficient use of computational resources. When writing an asynchronous application, algorithms must be redesigned compared to their synchronous counterparts. To illustrate this process, we present novel methods for dynamically tracking the apparent horizons in evolutions of BBH mergers using a feedback control system, all in the context of asynchronous parallelism. We also briefly detail how these methods can be applied to binary neutron star simulations performed with asynchronous parallelism. - 8 July 2025
- Published by American Physical Society (APS) in Physical Review D
- Vol. 112 (2) , 024025
Robustness of extracting quasinormal mode information from black hole merger simulations
In linear perturbation theory, the ringdown of a gravitational wave (GW) signal is described by a linear combination of quasinormal modes (QNMs). Detecting QNMs from GW signals is a promising way to test GR, central to the developing field of black-hole spectroscopy. More robust black hole spectroscopy tests could also consider the ringdown amplitude-phase consistency. That requires an accurate understanding of the excitation and stability of the QNM expansion coefficients. In this paper, we investigate the robustness of the extracted $m=2$ QNM coefficients obtained from a high-accuracy numerical relativity waveform. We explore a framework to assess the robustness of QNM coefficients. Within this framework, we not only consider the traditional criterion related to the constancy of a QNM's expansion coefficients over a window in time, but also emphasize the importance of consistency among fitting models. In addition, we implement an iterative greedy approach within which we fix certain QNM coefficients. We apply this approach to linear fitting, and to nonlinear fitting where the properties of the remnant black hole are treated as unknown variables. We find that the robustness of overtone coefficients is enhanced by our greedy approach, particularly for the $(2,2,2,+)$ overtone. Based on our robustness criteria applied to the $m=2$ signal modes, we find the $(2\ensuremath{\sim}4,2,0,+)$ and $(2,2,1\ensuremath{\sim}2,+)$ modes are robust, while the $(3,2,1,+)$ subdominant mode is only marginally robust. After we subtract the contributions of the $(2\ensuremath{\sim}4,2,0,+)$ and $(2\ensuremath{\sim}3,2,1,+)$ QNMs from signal mode (4, 2), we also find evidence for the quadratic QNM $(2,1,0,+)\ifmmode\times\else\texttimes\fi{}(2,1,0,+)$.- 8 July 2025
- Published by American Physical Society (APS) in Physical Review D
- Vol. 112 (2) , 024025
Robustness of extracting quasinormal mode information from black hole merger simulations
In linear perturbation theory, the ringdown of a gravitational wave (GW) signal is described by a linear combination of quasinormal modes (QNMs). Detecting QNMs from GW signals is a promising way to test GR, central to the developing field of black-hole spectroscopy. More robust black hole spectroscopy tests could also consider the ringdown amplitude-phase consistency. That requires an accurate understanding of the excitation and stability of the QNM expansion coefficients. In this paper, we investigate the robustness of the extracted $m=2$ QNM coefficients obtained from a high-accuracy numerical relativity waveform. We explore a framework to assess the robustness of QNM coefficients. Within this framework, we not only consider the traditional criterion related to the constancy of a QNM's expansion coefficients over a window in time, but also emphasize the importance of consistency among fitting models. In addition, we implement an iterative greedy approach within which we fix certain QNM coefficients. We apply this approach to linear fitting, and to nonlinear fitting where the properties of the remnant black hole are treated as unknown variables. We find that the robustness of overtone coefficients is enhanced by our greedy approach, particularly for the $(2,2,2,+)$ overtone. Based on our robustness criteria applied to the $m=2$ signal modes, we find the $(2\ensuremath{\sim}4,2,0,+)$ and $(2,2,1\ensuremath{\sim}2,+)$ modes are robust, while the $(3,2,1,+)$ subdominant mode is only marginally robust. After we subtract the contributions of the $(2\ensuremath{\sim}4,2,0,+)$ and $(2\ensuremath{\sim}3,2,1,+)$ QNMs from signal mode (4, 2), we also find evidence for the quadratic QNM $(2,1,0,+)\ifmmode\times\else\texttimes\fi{}(2,1,0,+)$.- 7 July 2025
- Published by American Physical Society (APS) in Physical Review D
- Vol. 112 (2)
Signatures of quantum gravity in gravitational wave memory
- 7 July 2025
- Published by American Physical Society (APS) in Physical Review D
- Vol. 112 (2)
Signatures of quantum gravity in gravitational wave memory