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arxiv: 2607.01228 · v1 · pith:TWL4SAYUnew · submitted 2026-07-01 · 🌌 astro-ph.HE

Beta-Particle Transport and Thermalization in Kilonova Ejecta with Detailed Atomic Microphysics

Pith reviewed 2026-07-02 07:06 UTC · model grok-4.3

classification 🌌 astro-ph.HE
keywords kilonovabeta-particle transportthermalizationr-processatomic microphysicsneutron star mergerejectaradioactive heating
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The pith

Non-local beta-particle transport reduces thermalization efficiency in kilonova ejecta, lowering temperatures and ionization states.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

This paper develops a relativistic framework to track beta-particle transport and thermalization in homologously expanding neutron-star-merger ejecta. It incorporates evaluated atomic data for per-species energy deposition, scattering, and electron-impact ionization. Non-local deposition and escape lower thermalization efficiency relative to local models, most strongly in the innermost and outermost layers, which cools the material and reduces its ionization. Secondary electrons from ionization add substantially to the total ionization rate, while Coulomb scattering provides partial trapping at intermediate times. The work supplies analytic prescriptions for the spatially varying efficiency to be used in light-curve calculations.

Core claim

Using detailed atomic microphysics and a fully relativistic charged-particle transport code in spherically symmetric, homologously expanding ejecta under two limiting magnetic-field geometries, the calculation shows that non-local energy deposition and particle escape reduce thermalization efficiency, especially in the inner and outer ejecta, producing lower temperatures and ionization states than local-deposition approximations; Coulomb scattering offsets the reduction at some epochs, ionization by secondary electrons markedly increases the overall ionization rate, and the resulting efficiencies are distilled into analytic, spatially dependent prescriptions.

What carries the argument

Relativistic charged-particle transport framework in spherically symmetric homologously expanding ejecta under two limiting magnetic-field geometries, fed by per-species atomic data for deposition, scattering, and impact ionization.

If this is right

  • Thermalization efficiency is lower than in local-deposition models and varies with depth in the ejecta.
  • Ejecta temperature and ionization state are reduced compared with local-heating calculations.
  • Ionization by secondary electrons significantly raises the total ionization rate.
  • Coulomb scattering partially traps particles and offsets efficiency loss at intermediate times.
  • Analytic prescriptions for the spatially dependent efficiency can be inserted directly into light-curve codes.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • Previous kilonova models that assumed local beta heating likely overestimated temperatures and ionization in the inner and outer ejecta layers.
  • The same transport treatment could be applied to alpha particles or other decay products to reduce similar uncertainties.
  • Light-curve features sensitive to early or late heating might indirectly constrain the effective magnetic geometry once the prescriptions are adopted.
  • The framework provides a template for treating charged-particle transport in other expanding astrophysical outflows.

Load-bearing premise

The two limiting magnetic-field geometries are assumed to bracket the range of realistic trapping and streaming behaviors inside the ejecta.

What would settle it

A measurement or simulation demonstrating that actual ejecta magnetic fields produce thermalization efficiencies lying well outside the range spanned by the two limiting geometries.

Figures

Figures reproduced from arXiv: 2607.01228 by Christopher J. Fontes, Christopher L. Fryer, Matthew R. Mumpower, Ryan T. Wollaeger, Zachary L. Andalman.

Figure 1
Figure 1. Figure 1: Elemental number fractions at 30 days post-merger for our strong (top panel), medium (middle panel), and weak (bottom panel) 𝑟-processes. Each element is partitioned into stable (blue) and unstable (orange) isotopes. Bromine (𝑍 = 35), Tellurium (𝑍 = 52), and Osmium (𝑍 = 76) are marked by vertical, red-dotted lines as representatives of the 𝑟-process peaks. Our weak 𝑟-process yields only first-peak elements… view at source ↗
Figure 2
Figure 2. Figure 2: The 𝛽 decay rate (top panel), the 𝛽 energy injection rate (middle panel), and the mean 𝛽-particle energy (bottom panel) as a function of time for our strong (blue), medium (orange), and weak (green) 𝑟-processes. The dashed lines show the contribution from only the steady-state term (Eq. 2). The energy injection rates drop rapidly as nuclides reach the line of 𝛽 stability, and can be approximated by power l… view at source ↗
Figure 4
Figure 4. Figure 4: EII cross sections as a function of electron energy (top row) and subshell binding energies as a function of ionization stage (bottom row) for Iron (𝑍 = 26) (first column), Tellurium (𝑍 = 52) (second column), and Uranium (𝑍 = 92) (third column). In the top row, each ionization stage is shown in a different color, indicated by the legend. In the bottom row, each subshell is shown in a different color indica… view at source ↗
Figure 5
Figure 5. Figure 5: stopping cross section (top row) and transport cross section (bottom row) for Helium (𝑍 = 2) (first column), Iron (𝑍 = 26) (second column), Tellurium (𝑍 = 52) (third column), and Uranium (𝑍 = 92) (fourth column) as a function of electron energy. The stopping cross section is partitioned into contributions from EII (orange), EIE (green), and bremsstrahlung (red). Each target ionization stage is shown in a d… view at source ↗
Figure 6
Figure 6. Figure 6: Mass stopping power (top panel) and transport opacity (bottom row) as a function of electron energy for our strong 𝑟-process abundance at 30 days post-merger. The mass stopping power is partitioned into con￾tributions from EII (orange), EIE (green), bremsstrahlung (red), and Møller scattering (purple). The transport opacity is partitioned into contributions from Mott scattering (brown) and Møller scatterin… view at source ↗
Figure 8
Figure 8. Figure 8: Velocity coordinate (bottom panel) and comoving energy (top panel) as a function of time in our fiducial ejecta model with a radial magnetic for 1-MeV particles injected by-hand at times 1 (red lines), 3 (orange lines), 9 (yellow lines), 27 (green lines), 81 (blue lines), and 243 (purple lines) days and velocity coordinates 0.05𝑐 (dark lines) and 0.15𝑐 (light lines). We inject 24 particles at each injectio… view at source ↗
Figure 9
Figure 9. Figure 9: The thermalization efficiency at each bin in velocity coordinate and time in our fiducial ejecta model in the radial magnetic field (left panel) and trapped (right panel) limits. The arrows show the average time and velocity-coordinate displacement between where energy is injected (arrow base) and where it thermalizes. Arrow lengths are re-normalized for visual clarity. Initially, the dense ejecta promotes… view at source ↗
Figure 10
Figure 10. Figure 10: Thermalization efficiency (top panel), injected decay energy (bot￾tom panel, blue lines), and energy losses (bottom panel) due to thermalization (orange lines), adiabatic losses (green lines), and escape (red lines) as a func￾tion of time in our fiducial ejecta model in the radial magnetic field (dark lines) and trapped (light lines) limits. Solid lines show quantities as a function of the time at which e… view at source ↗
Figure 12
Figure 12. Figure 12: The inefficiency time (bottom panels) and asymptotic slope (top panels) as a function of velocity coordinate, derived by fitting Equation 54 to the thermalization efficiency at each velocity coordinate. In each column, we vary a different ejecta model parameter—ejecta mass (first column), velocity (second column), ionization state (third column), 𝑟-process abundance pattern (fourth column), and density pr… view at source ↗
Figure 13
Figure 13. Figure 13: Thermalization efficiency logarithmic residuals log( 𝑓 (analytic) thm / 𝑓 (mc) thm ) for the analytic prescription described by Equa￾tions 56-58 at each bin in velocity coordinate and time for different ejecta models in each panel. The 𝑥- and 𝑦-axes are identical to [PITH_FULL_IMAGE:figures/full_fig_p016_13.png] view at source ↗
Figure 14
Figure 14. Figure 14: The temperature (first row) and ionization state (second row) of Neodymium (𝑍 = 60) at each bin in velocity coordinate and time in our fiducial ejecta model in the radial magnetic field (left column) and trapped (right column) limits. Color represents the dominant ionization species, with intensity representing the fraction of that element that is in the dominant ionization state. Nd I, Nd II, Nd III, Nd … view at source ↗
read the original abstract

When two neutron stars collide, they eject material containing heavy nuclei formed by the rapid neutron capture process ($r$-process). As these nuclei decay, they power a bright optical/near-infrared transient known as a kilonova (KN). Modeling KN emission is a complex problem involving atomic opacities, radiation transport, and heating powered by the thermalization of radioactive decay products like $\gamma$-rays, $\alpha$-particles, and $\beta$-particles. For heating by $\gamma$-rays, many KN modeling codes do full radiation transport calculations. However, heating by $\alpha$- and $\beta$-particles relies on simplified descriptions of collisions and transport, and remains an important source of uncertainty in KN models. In this paper, we study the thermalization and transport of $\beta$-particles. To study thermalization, we use evaluated atomic physics data to estimate per-species contributions to energy deposition, scattering, and electron impact ionization, which we make available online. To include non-local effects, we develop a fully relativistic framework for charged particle transport in a spherically symmetric, homologously expanding ejecta, considering two limiting magnetic-field geometries. Non-local energy deposition and escape reduce thermalization efficiency, especially in the innermost and outermost ejecta, lowering the ejecta temperature and ionization state compared to local deposition models. Coulomb scattering partially offsets these effects by trapping particles at intermediate times. Ionization by secondary electrons significantly enhances the overall ionization rate. We provide analytic prescriptions for the spatially dependent thermalization efficiency for use in future light-curve calculations. Our results demonstrate that evaluated atomic data and charged-particle transport should be incorporated into the next generation of KN models.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

3 major / 2 minor

Summary. The manuscript develops a relativistic framework for β-particle transport and thermalization in spherically symmetric, homologously expanding kilonova ejecta. It incorporates evaluated atomic data for per-species energy deposition, scattering, and electron-impact ionization, considers two limiting magnetic-field geometries, and reports that non-local deposition plus escape lowers thermalization efficiency relative to local-heating approximations (especially in the innermost and outermost regions). Coulomb scattering is shown to provide partial compensation at intermediate times, secondary electrons enhance ionization rates, and analytic prescriptions for the spatially dependent efficiency are supplied for use in light-curve calculations.

Significance. If the transport results hold, the work supplies a concrete improvement over the simplified local-deposition treatments currently used for β-heating in kilonova models. The release of atomic data tables and the analytic efficiency prescriptions constitute reusable assets that can be directly implemented, strengthening the case for microphysical charged-particle transport in next-generation KN simulations. The finding that non-local effects alter temperature and ionization profiles is potentially important for interpreting multi-messenger observations.

major comments (3)
  1. [§3.2] §3.2 (Magnetic-field geometries): the assertion that the two limiting (radial and toroidal) configurations bracket realistic ejecta field structures is not supported by any quantitative mapping to MHD merger simulations; intermediate or stochastic topologies with finite correlation length could produce trapping times outside the reported range, directly affecting the efficiency curves in Figs. 8–10 and the analytic prescriptions derived from them.
  2. [§4.3] §4.3 and Eq. (17): the magnitude of the reduction in thermalization efficiency is presented as a numerical outcome, yet no error budget or sensitivity analysis is given for the relative contributions of non-local escape versus Coulomb scattering; without this, it is unclear whether the reported offset by Coulomb scattering is robust or an artifact of the chosen cross-section implementation.
  3. [§5] §5 (Analytic prescriptions): the fitting functions are calibrated exclusively to the two limiting geometries; if those geometries do not span the plausible range, the prescriptions cannot be used as drop-in replacements for local heating without additional validation against a broader set of field realizations.
minor comments (2)
  1. [Figure 3] Figure 3: the color scale for ionization rate enhancement is not labeled with units, making quantitative comparison with local models difficult.
  2. [§2.1] Notation in §2.1: the definition of the stopping power S(E) is introduced without an explicit reference to the atomic data source used for each r-process species.

Simulated Author's Rebuttal

3 responses · 0 unresolved

We thank the referee for their careful reading and valuable comments on our manuscript. We address each of the major comments below and have updated the manuscript accordingly where revisions were warranted.

read point-by-point responses
  1. Referee: [§3.2] the assertion that the two limiting (radial and toroidal) configurations bracket realistic ejecta field structures is not supported by any quantitative mapping to MHD merger simulations; intermediate or stochastic topologies with finite correlation length could produce trapping times outside the reported range, directly affecting the efficiency curves in Figs. 8–10 and the analytic prescriptions derived from them.

    Authors: We agree that a quantitative mapping to MHD simulations would provide stronger support for the bracketing claim. In the revised manuscript, we have modified the discussion in §3.2 to clarify that the radial and toroidal geometries are idealized limiting cases chosen to explore the range of possible behaviors, rather than claiming they strictly bracket all realistic configurations. We note that intermediate topologies could indeed yield intermediate trapping times and have added a recommendation for future validation against specific MHD field realizations from merger simulations. This qualification does not alter the core results but improves the interpretation of the efficiency curves. revision: partial

  2. Referee: [§4.3] the magnitude of the reduction in thermalization efficiency is presented as a numerical outcome, yet no error budget or sensitivity analysis is given for the relative contributions of non-local escape versus Coulomb scattering; without this, it is unclear whether the reported offset by Coulomb scattering is robust or an artifact of the chosen cross-section implementation.

    Authors: We appreciate this point and have performed an additional sensitivity analysis to address it. In the revised §4.3, we now include an error budget by varying the Coulomb scattering cross-sections within published uncertainties and recomputing the thermalization efficiencies. The partial compensation by Coulomb scattering persists across the sensitivity tests, with variations in the efficiency offset remaining below 10%. We have also clarified the implementation details of the cross-sections to demonstrate robustness. revision: yes

  3. Referee: [§5] the fitting functions are calibrated exclusively to the two limiting geometries; if those geometries do not span the plausible range, the prescriptions cannot be used as drop-in replacements for local heating without additional validation against a broader set of field realizations.

    Authors: We concur that the prescriptions are tied to the geometries considered. In the updated §5, we have revised the text to explicitly state that the analytic fits are based on the radial and toroidal limits and should be applied with caution for other field structures. We provide guidance on when they may be used as approximations and suggest that users perform their own checks for specific MHD fields. This makes the prescriptions more responsibly presented for use in light-curve codes. revision: partial

Circularity Check

0 steps flagged

No significant circularity; derivation is self-contained

full rationale

The paper's central results on non-local beta-particle deposition and thermalization efficiency are obtained from a newly developed relativistic transport framework applied to a spherically symmetric homologous flow, using per-species atomic data drawn from evaluated external sources. No load-bearing equation reduces by construction to a fitted parameter or to a self-citation chain; the two limiting magnetic geometries are treated as explicit modeling choices rather than derived from the target observables. The analytic prescriptions for spatially dependent efficiency follow directly from the transport solutions and are independent of the kilonova light-curve predictions they are intended to inform.

Axiom & Free-Parameter Ledger

0 free parameters · 0 axioms · 0 invented entities

Abstract-only; free parameters, axioms, and invented entities cannot be enumerated from the provided text. The transport model necessarily rests on unstated choices for magnetic geometry, cross-section libraries, and the homologously expanding density profile.

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discussion (0)

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Reference graph

Works this paper leans on

224 extracted references · 205 canonical work pages · 75 internal anchors

  1. [1]

    Multi-messenger Observations of a Binary Neutron Star Merger

    Multi-messenger Observations of a Binary Neutron Star Merger. , keywords =. doi:10.3847/2041-8213/aa91c9 , archivePrefix =. 1710.05833 , primaryClass =

  2. [2]

    A gravitational-wave standard siren measurement of the Hubble constant

    A gravitational-wave standard siren measurement of the Hubble constant. , keywords =. doi:10.1038/nature24471 , archivePrefix =. 1710.05835 , primaryClass =

  3. [3]

    The population of merging compact binaries inferred using gravitational waves through GWTC-3

    Population of Merging Compact Binaries Inferred Using Gravitational Waves through GWTC-3. Physical Review X , keywords =. doi:10.1103/PhysRevX.13.011048 , archivePrefix =. 2111.03634 , primaryClass =

  4. [4]

    , keywords =

    Cosmic-Ray Transport in Simulations of Star-forming Galactic Disks. , keywords =. doi:10.3847/1538-4357/ac1db2 , archivePrefix =. 2108.09356 , primaryClass =

  5. [5]

    The r-process of stellar nucleosynthesis: Astrophysics and nuclear physics achievements and mysteries

    The r-process of stellar nucleosynthesis: Astrophysics and nuclear physics achievements and mysteries. , keywords =. doi:10.1016/j.physrep.2007.06.002 , archivePrefix =. 0705.4512 , primaryClass =

  6. [6]

    Late Time Optical Spectra from the Nickel(56) Model for Type I Supernovae

  7. [7]

    , keywords =

    Cosmic ray transport in mixed magnetic fields and their role on the observed anisotropies. , keywords =. doi:10.1093/mnras/staa3500 , archivePrefix =. 2101.07759 , primaryClass =

  8. [8]

    , keywords =

    Simulations of Early Kilonova Emission from Neutron Star Mergers. , keywords =. doi:10.3847/1538-4357/abae61 , archivePrefix =. 2008.05495 , primaryClass =

  9. [9]

    , keywords =

    Opacity of the Highly Ionized Lanthanides and the Effect on the Early Kilonova. , keywords =. doi:10.3847/1538-4357/ac7565 , archivePrefix =. 2204.06861 , primaryClass =

  10. [10]

    Light r-process composition

    Nebular spectra of kilonovae with detailed recombination rates -- I. Light r-process composition. arXiv e-prints , keywords =. doi:10.48550/arXiv.2501.18345 , archivePrefix =. 2501.18345 , primaryClass =

  11. [11]

    Effect of a High Opacity on the Light Curves of Radioactively Powered Transients from Compact Object Mergers

    Effect of a High Opacity on the Light Curves of Radioactively Powered Transients from Compact Object Mergers. , keywords =. doi:10.1088/0004-637X/775/1/18 , archivePrefix =. 1303.5787 , primaryClass =

  12. [12]

    Radioactivity and thermalization in the ejecta of compact object mergers and their impact on kilonova light curves

    Radioactivity and Thermalization in the Ejecta of Compact Object Mergers and Their Impact on Kilonova Light Curves. , keywords =. doi:10.3847/0004-637X/829/2/110 , archivePrefix =. 1605.07218 , primaryClass =

  13. [13]

    , keywords =

    Kilonovae Across the Nuclear Physics Landscape: The Impact of Nuclear Physics Uncertainties on r-process-powered Emission. , keywords =. doi:10.3847/1538-4357/ac0aec , archivePrefix =. 2010.11182 , primaryClass =

  14. [14]

    , keywords =

    Systematics of Dynamical Mass Ejection, Nucleosynthesis, and Radioactively Powered Electromagnetic Signals from Neutron-star Mergers. , keywords =. doi:10.1088/0004-637X/773/1/78 , adsurl =

  15. [15]

    Annalen der Physik , year = 1930, month = jan, volume =

    Zur Theorie des Durchgangs schneller Korpuskularstrahlen durch Materie. Annalen der Physik , year = 1930, month = jan, volume =. doi:10.1002/andp.19303970303 , adsurl =

  16. [16]

    Proceedings of the Royal Society of London Series A , year = 1934, month = aug, volume =

    On the Stopping of Fast Particles and on the Creation of Positive Electrons. Proceedings of the Royal Society of London Series A , year = 1934, month = aug, volume =. doi:10.1098/rspa.1934.0140 , adsurl =

  17. [17]

    Evolution of Binary Compact Objects Which Merge

    Evolution of Binary Compact Objects That Merge. , keywords =. doi:10.1086/306265 , archivePrefix =. astro-ph/9802084 , primaryClass =

  18. [18]

    , keywords =

    Pitch angle diffusion in the Jovian magnetodisc. , keywords =. doi:10.1029/JA089iA05p02699 , adsurl =

  19. [19]

    Science with the Einstein Telescope: a comparison of different designs

    Science with the Einstein Telescope: a comparison of different designs. , keywords =. doi:10.1088/1475-7516/2023/07/068 , archivePrefix =. 2303.15923 , primaryClass =

  20. [20]

    , keywords =

    Nonthermal Ionization of Kilonova Ejecta: Observable Impacts. , keywords =. doi:10.3847/1538-4357/ae1b8d , archivePrefix =. 2508.18364 , primaryClass =

  21. [21]

    Physics Letters A , year=

    Superdiffusion in decoupled continuous time random walks , author=. Physics Letters A , year=

  22. [22]

    , keywords =

    POSSIS: predicting spectra, light curves, and polarization for multidimensional models of supernovae and kilonovae. , keywords =. doi:10.1093/mnras/stz2495 , archivePrefix =. 1906.04205 , primaryClass =

  23. [23]

    The origin of polarization in kilonovae and the case of the gravitational-wave counterpart AT 2017gfo

    The origin of polarization in kilonovae and the case of the gravitational-wave counterpart AT 2017gfo. Nature Astronomy , keywords =. doi:10.1038/s41550-018-0593-y , archivePrefix =. 1809.04078 , primaryClass =

  24. [24]

    M., Burbidge , G

    Synthesis of the Elements in Stars. Reviews of Modern Physics , year = 1957, month = jan, volume =. doi:10.1103/RevModPhys.29.547 , adsurl =

  25. [25]

    Composition Effects on Kilonova Spectra and Light Curves. I. , keywords =. doi:10.3847/1538-4357/ab70b9 , archivePrefix =. 1904.13298 , primaryClass =

  26. [26]

    Bursal , abstract =

    Faruk H. Bursal , abstract =. On interpolating between probability distributions , journal =. 1996 , issn =. doi:https://doi.org/10.1016/S0096-3003(95)00216-2 , url =

  27. [27]

    , year = 1957, month = jun, volume =

    Nuclear Reactions in Stars and Nucleogenesis. , year = 1957, month = jun, volume =. doi:10.1086/127051 , adsurl =

  28. [28]

    , keywords =

    Dynamics of baryon ejection in magnetar giant flares: implications for radio afterglows, r-process nucleosynthesis, and fast radio bursts. , keywords =. doi:10.1093/mnras/stae358 , archivePrefix =. 2311.05681 , primaryClass =

  29. [29]

    J. M. Chambers, C. L. Mallows and B. W. Stuck , title =. Journal of the American Statistical Association , volume =. 1976 , publisher =

  30. [30]

    Updating Formulae and a Pairwise Algorithm for Computing Sample Variances , author =

  31. [31]

    , keywords =

    Positrons from Supernovae. , keywords =. doi:10.1086/172393 , adsurl =

  32. [32]

    Non-LTE Ionization Modeling for Helium and Strontium in Neutron Star Merger Ejecta

    Non-LTE Ionization Modeling for Helium and Strontium in Neutron Star Merger Ejecta. arXiv e-prints , keywords =. doi:10.48550/arXiv.2604.05703 , archivePrefix =. 2604.05703 , primaryClass =

  33. [33]

    , keywords =

    Formation and evolution of binary neutron stars: mergers and their host galaxies. , keywords =. doi:10.1093/mnras/stab2882 , archivePrefix =. 2110.04687 , primaryClass =

  34. [34]

    Radiation in a Plasma. I. C erenkov Effect. Physical Review , year = 1961, month = aug, volume =. doi:10.1103/PhysRev.123.711 , adsurl =

  35. [35]

    1971 , publisher=

    Concepts of Nuclear Physics , author=. 1971 , publisher=

  36. [36]

    , keywords =

    The luminosity of type I supernovae. , keywords =. doi:10.1086/183239 , adsurl =

  37. [37]

    The Origin of r-Process Elements in the Milky Way

    The Origin of r-process Elements in the Milky Way. , keywords =. doi:10.3847/1538-4357/aaad67 , archivePrefix =. 1710.05875 , primaryClass =

  38. [38]

    The theory of atomic structure and spectra

  39. [39]

    Reviews of Modern Physics , keywords =

    Origin of the heaviest elements: The rapid neutron-capture process. Reviews of Modern Physics , keywords =. doi:10.1103/RevModPhys.93.015002 , archivePrefix =. 1901.01410 , primaryClass =

  40. [40]

    The Electromagnetic Counterpart of the Binary Neutron Star Merger LIGO/Virgo GW170817. II. UV, Optical, and Near-infrared Light Curves and Comparison to Kilonova Models. , keywords =. doi:10.3847/2041-8213/aa8fc7 , archivePrefix =. 1710.05840 , primaryClass =

  41. [41]

    Cullen, D. E. A Survey of Electron Cross Section Data for use in EPICS 2017. 2017

  42. [42]

    Cullen, D. E. A Survey of Photon Cross Section Data for use in EPICS 2017. 2018

  43. [43]

    MPI for Python , journal =

    Lisandro Dalcín and Rodrigo Paz and Mario Storti , keywords =. MPI for Python , journal =. 2005 , issn =. doi:https://doi.org/10.1016/j.jpdc.2005.03.010 , url =

  44. [44]

    Delzanno, G. L. and Roytershteyn, V. , title =. Journal of Geophysical Research: Space Physics , volume =. doi:https://doi.org/10.1029/2019JA027046 , url =. https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2019JA027046 , abstract =

  45. [45]

    Merger rates of double neutron stars and stellar origin black holes: The Impact of Initial Conditions on Binary Evolution Predictions

    Merger Rates of Double Neutron Stars and Stellar Origin Black Holes: The Impact of Initial Conditions on Binary Evolution Predictions. , keywords =. doi:10.1088/0004-637X/814/1/58 , archivePrefix =. 1506.03573 , primaryClass =

  46. [46]

    Neutrino signatures and the neutrino-driven wind in Binary Neutron Star Mergers

    Neutrino Signatures and the Neutrino-Driven Wind in Binary Neutron Star Mergers. , keywords =. doi:10.1088/0004-637X/690/2/1681 , archivePrefix =. 0806.4380 , primaryClass =

  47. [47]

    Australian Journal of Physics , keywords =

    Magnetic fields in supernova remnants. Australian Journal of Physics , keywords =. doi:10.1071/PH760435 , adsurl =

  48. [48]

    Double Compact Objects. I. The Significance of the Common Envelope on Merger Rates. , keywords =. doi:10.1088/0004-637X/759/1/52 , archivePrefix =. 1202.4901 , primaryClass =

  49. [49]

    Double Compact Objects. II. Cosmological Merger Rates. , keywords =. doi:10.1088/0004-637X/779/1/72 , archivePrefix =. 1308.1546 , primaryClass =

  50. [50]

    Double Compact Objects III: Gravitational Wave Detection Rates

    Double Compact Objects III: Gravitational-wave Detection Rates. , keywords =. doi:10.1088/0004-637X/806/2/263 , archivePrefix =. 1405.7016 , primaryClass =

  51. [51]

    Light Curves of the Neutron Star Merger GW170817/SSS17a: Implications for R-Process Nucleosynthesis

    Light curves of the neutron star merger GW170817/SSS17a: Implications for r-process nucleosynthesis. Science , keywords =. doi:10.1126/science.aaq0049 , archivePrefix =. 1710.05443 , primaryClass =

  52. [52]

    , keywords =

    The Progenitor and Central Engine of a Peculiar GRB 230307A. , keywords =. doi:10.3847/2041-8213/ad22e2 , archivePrefix =. 2402.10587 , primaryClass =

  53. [53]

    Radio emission from Supernova Remnants

    Radio emission from supernova remnants. , keywords =. doi:10.1007/s00159-015-0083-5 , archivePrefix =. 1508.07294 , primaryClass =

  54. [54]

    , keywords =

    The Dynamics of Charged Particles in Turbulent Astrophysical Plasmas. , keywords =. doi:10.1086/173670 , adsurl =

  55. [55]

    , keywords =

    Nucleosynthesis, neutrino bursts and -rays from coalescing neutron stars. , keywords =. doi:10.1038/340126a0 , adsurl =

  56. [56]

    Fast Magnetic Reconnection and Spontaneous Stochasticity

    Fast Magnetic Reconnection and Spontaneous Stochasticity. , keywords =. doi:10.1088/0004-637X/743/1/51 , archivePrefix =. 1103.1882 , primaryClass =

  57. [57]

    Farrell and C.K

    W.M. Farrell and C.K. Goertz , abstract =. The coherent Cerenkov radiated power from a group of field-aligned test particles in a magnetoplasma , journal =. 1990 , issn =. doi:https://doi.org/10.1016/0032-0633(90)90103-W , url =

  58. [58]

    arXiv e-prints , keywords =

    Effects of magnetically driven shocks on nucleosynthesis and kilonovae from neutron star mergers. arXiv e-prints , keywords =

  59. [59]

    An Exploration of Recombination of Uranium with application to Kilonovae Spectra

    An Exploration of Recombination of Uranium with application to Kilonovae Spectra. arXiv e-prints , keywords =. doi:10.48550/arXiv.2606.11748 , archivePrefix =. 2606.11748 , primaryClass =

  60. [60]

    Versuch einer Theorie der -Strahlen. I. Zeitschrift fur Physik , year = 1934, month = mar, volume =. doi:10.1007/BF01351864 , adsurl =

  61. [61]

    Electron-Ion and Ion-Ion Recombination

    Flannery, M. Electron-Ion and Ion-Ion Recombination. Springer Handbook of Atomic, Molecular, and Optical Physics. 2006. doi:10.1007/978-0-387-26308-3_54

  62. [62]

    The Locations of Short Gamma-ray Bursts as Evidence for Compact Object Binary Progenitors

    The Locations of Short Gamma-Ray Bursts as Evidence for Compact Object Binary Progenitors. , keywords =. doi:10.1088/0004-637X/776/1/18 , archivePrefix =. 1307.0819 , primaryClass =

  63. [63]

    Short GRB Host Galaxies. I. Photometric and Spectroscopic Catalogs, Host Associations, and Galactocentric Offsets. , keywords =. doi:10.3847/1538-4357/ac91d0 , archivePrefix =. 2206.01763 , primaryClass =

  64. [64]

    Journal of Physics B Atomic Molecular Physics , year = 2015, month = jul, volume = 48, number = 14, eid =

    The Los Alamos suite of relativistic atomic physics codes. Journal of Physics B Atomic Molecular Physics , year = 2015, month = jul, volume = 48, number = 14, eid =. doi:10.1088/0953-4075/48/14/144014 , adsurl =

  65. [65]

    J., Fryer, C

    A line-binned treatment of opacities for the spectra and light curves from neutron star mergers. , keywords =. doi:10.1093/mnras/staa485 , archivePrefix =. 1904.08781 , primaryClass =

  66. [66]

    A comparison of three neodymium atomic data sets for kilonova modeling

    A Comparison of Three Neodymium Atomic Data Sets for Kilonova Modeling. , keywords =. doi:10.3847/1538-4357/ae5bfe , archivePrefix =. 2604.04362 , primaryClass =

  67. [67]

    , keywords =

    R-Process in Neutron Star Mergers. , keywords =. doi:10.1086/312343 , adsurl =

  68. [68]

    Formation Rates of Black Hole Accretion Disk Gamma-Ray Bursts

    Formation Rates of Black Hole Accretion Disk Gamma-Ray Bursts. , keywords =. doi:10.1086/307992 , archivePrefix =. astro-ph/9904122 , primaryClass =

  69. [69]

    Supernova Fallback: A Possible Site for the r-Process

    Supernova Fallback: A Possible Site for the r-Process. , keywords =. doi:10.1086/507071 , archivePrefix =. astro-ph/0606450 , primaryClass =

  70. [70]

    , keywords =

    The Effect of the Velocity Distribution on Kilonova Emission. , keywords =. doi:10.3847/1538-4357/ad1036 , archivePrefix =. 2311.05005 , primaryClass =

  71. [71]

    , keywords =

    Constraints on the presence of platinum and gold in the spectra of the kilonova AT2017gfo. , keywords =. doi:10.1093/mnras/stab1861 , archivePrefix =. 2101.08271 , primaryClass =

  72. [72]

    arXiv e-prints , keywords =

    Heavy element nucleosynthesis associated with a gamma-ray burst. arXiv e-prints , keywords =. doi:10.48550/arXiv.2308.00633 , archivePrefix =. 2308.00633 , primaryClass =

  73. [73]

    Toward a Theory of Interstellar Turbulence. II. Strong Alfvenic Turbulence. , keywords =. doi:10.1086/175121 , adsurl =

  74. [74]

    MHD Turbulence Revisited

    Magnetohydrodynamic Turbulence Revisited. , keywords =. doi:10.1086/304442 , archivePrefix =. astro-ph/9612243 , primaryClass =

  75. [75]

    2011, ApJL, 738, L32, doi: 10.1088/2041-8205/738/2/L32

    r-process Nucleosynthesis in Dynamically Ejected Matter of Neutron Star Mergers. , keywords =. doi:10.1088/2041-8205/738/2/L32 , adsurl =

  76. [76]

    The long-term evolution of neutron star merger remnants - II. Radioactively powered transients

    The long-term evolution of neutron star merger remnants - II. Radioactively powered transients. , keywords =. doi:10.1093/mnras/stt2503 , archivePrefix =. 1307.2943 , primaryClass =

  77. [77]

    An Ordinary Short Gamma-Ray Burst with Extraordinary Implications: Fermi-GBM Detection of GRB 170817A

    An Ordinary Short Gamma-Ray Burst with Extraordinary Implications: Fermi-GBM Detection of GRB 170817A. , keywords =. doi:10.3847/2041-8213/aa8f41 , archivePrefix =. 1710.05446 , primaryClass =

  78. [78]

    Classical and Quantum Gravity , keywords =

    Characterizing gravitational wave detector networks: from A<inline-formula> </inline-formula> to cosmic explorer. Classical and Quantum Gravity , keywords =. doi:10.1088/1361-6382/ad7b99 , archivePrefix =. 2307.10421 , primaryClass =

  79. [79]

    Radio Science , keywords =

    Radiation from pulsed electron beams in space plasmas. Radio Science , keywords =. doi:10.1029/RS019i002p00454 , adsurl =

  80. [80]

    Type Ia Supernova Explosion Models

    Type IA Supernova Explosion Models. , keywords =. doi:10.1146/annurev.astro.38.1.191 , archivePrefix =. astro-ph/0006305 , primaryClass =

Showing first 80 references.