pith. sign in

arxiv: 2606.23780 · v1 · pith:BV3SLOR3new · submitted 2026-06-22 · 🌌 astro-ph.HE

Signatures of ⁵⁶Ni Mixing and Neutron-rich Ejecta in Supernovae

Nikhil Sarin This is my paper

Pith reviewed 2026-06-26 07:13 UTC · model grok-4.3

classification 🌌 astro-ph.HE
keywords 56Ni mixingsupernova lightcurvesone-zone modelsr-process ejectacollapsarsgamma-ray leakagebolometric light curvesGRB supernovae
0
0 comments X

The pith

Outward 56Ni mixing produces faster brighter supernova rises and biases one-zone fits toward lower ejecta masses.

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

The paper uses a multi-shell model to show how the radial distribution of radioactive 56Ni affects supernova lightcurves. Moving 56Ni outward reduces the overlying diffusion column, producing faster and brighter rises at fixed total nickel mass, ejecta mass, and kinetic energy. This mixing also alters the lightcurve tail through local gamma-ray leakage. One-zone fits to these mixed bolometric curves look acceptable but return biased parameters, mainly lower ejecta mass and higher nickel fraction when opacity is held fixed. The same setup applied to collapsars indicates that r-process signatures in the lightcurve depend on radial placement, angular distribution, and viewing angle rather than always appearing as a near-infrared excess.

Core claim

Using a multi-shell model, outward mixing of 56Ni reduces the overlying diffusion column, producing faster and brighter rises at fixed M_Ni, M_ej, and E_k, and changes the tail through local gamma-ray leakage. One-zone fits to mixed bolometric light curves produce visually good fits but biased parameters, absorbed mainly by low inferred M_ej and high inferred f_Ni at fixed opacity. For collapsar r-process enrichment, the signature is not always a NIR excess and depends sensitively on the nickel-powered background, radial placement, angular distribution, and viewing angle, with spherical models often showing optical suppression and delayed colour evolution.

What carries the argument

Multi-shell radiative transfer model that varies the radial distribution of 56Ni and neutron-rich material to compute diffusion time and gamma-ray leakage in bolometric lightcurves.

If this is right

  • A fast bright rise does not by itself indicate low ejecta mass or require engine power.
  • Inferred explosion energies and progenitor mappings shift when mixing is ignored.
  • Photometric fits amplify the parameter biases from unaccounted mixing.
  • Fast-rising on-axis GRB-SNe are poor r-process targets for equatorially confined winds unless material reaches latitudes above 30 degrees.

Where Pith is reading between the lines

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

  • Catalogs of supernova parameters derived from one-zone models may carry systematic underestimates of ejecta mass.
  • Comparisons between one-zone and multi-shell fits on the same simulated data with known inputs could quantify the size of the bias.
  • Angular distributions in full 3D simulations may strengthen or weaken the optical suppression signals for r-process material.
  • R-process searches in GRB-SNe may need explicit modeling of viewing angle and nickel background to avoid false negatives.

Load-bearing premise

The multi-shell model with fixed or free opacity accurately captures the radiative transfer and mixing effects without requiring full 3D hydrodynamics or detailed angular distributions.

What would settle it

A supernova with independently determined ejecta mass and nickel mass that exhibits a fast rise; one-zone models would attribute it to low mass, but the multi-shell mixed model reproduces the same rise with the true higher mass.

Figures

Figures reproduced from arXiv: 2606.23780 by Nikhil Sarin.

Figure 1
Figure 1. Figure 1: A fiducial supernova with 𝑀ej = 5 𝑀⊙, 𝐸SN = 1 foe, 𝑓Ni = 0.07, and 𝜅 = 0.2 cm2 g −1 . The mixing coordinate 𝑓mix is the enclosed mass fraction over which the fixed nickel mass is distributed. Solid coloured curves are mass-coordinate top-hats. The dash-dotted curve is a core-plus-tail profile with 80 per cent of the nickel in the inner 20 per cent of the ejecta mass and 20 per cent spread to the surface. T… view at source ↗
Figure 2
Figure 2. Figure 2: Effect of the temperature-dependent SN opacity law at fixed 𝑀ej = 5 𝑀⊙, 𝐸SN = 1 foe, 𝑓Ni = 0.07, and 𝜅𝛾 = 0.027 cm2 g −1 . Colours distinguish buried nickel from 𝑓mix = 1. Solid curves use constant grey opacity; dashed curves use Equation (9). The bottom panel shows the luminosity-weighted opacity in the temperature-dependent run. Lower effective opacity produces faster and brighter peaks at fixed nickel p… view at source ↗
Figure 3
Figure 3. Figure 3: Bolometric degeneracy between outward nickel mixing and simple engine-powered templates. The left panel shows prior-predictive intervals for mixed radioactive, magnetar+Ni, and fallback+Ni models, plus one high-mixing radioactive example and engine fits matched over 1-35 d. The right panel shows late-time luminosity relative to the high-mixing radioactive curve. Early peaks overlap; late-time coverage help… view at source ↗
Figure 4
Figure 4. Figure 4: Misspecified one-zone recovery of mixed-ejecta bolometric light curves. The left panels show two synthetic snmix light curves and their best internal one-zone fits; dashed curves fix 𝜅 = 0.2 cm2 g −1 , while dotted curves fit 𝜅, with the lightcurve fit residuals in the bottom left panel. With realistic uncertainties, these residuals may not by themselves identify the model misspecification. The upper-right… view at source ↗
Figure 5
Figure 5. Figure 5: Fit to the BVRIC quasi-bolometric light curve of SN 1998bw using snmix with NUTS posterior sampling. The corner plot shows the posterior covariance between 𝑀Ni, 𝑀ej, 𝐸k, 𝜅, and 𝑓mix. The light-curve panel shows the median model and 90 per cent posterior predictive interval. The luminosity scale constrains 𝑀Ni, while 𝑀ej, 𝐸k, 𝜅, 𝑓mix, diffusion history, and gamma-ray escape remain entangled without velocity… view at source ↗
Figure 6
Figure 6. Figure 6: Observational signatures of neutron-rich ejecta at fixed 𝑀ej = 5 𝑀⊙, 𝐸k = 10 foe, 𝑀Ni = 0.35 𝑀⊙, 𝑀rp = 0.05 𝑀⊙, and 𝑓mix = 0.5. Different columns, from left to right show a buried top-hat, an extended top-hat, and an outer shell r-process distribution. The rows beneath show different observational signatures for the corresponding profile. The total r-process mass is fixed in all cases but 𝑋rp changes becau… view at source ↗
Figure 7
Figure 7. Figure 7: Observational signatures of neutron-rich ejecta as a function of the degree of nickel mixing and the placement of the neutron-rich ejecta. The r-process material is a central top-hat with fixed 𝑀rp = 0.05 𝑀⊙. The horizontal axis gives its outer enclosed-mass coordinate; the vertical axis gives 𝑓mix. Each cell is compared to a Ni-only model with the same 𝑓mix. Panels show the maximum Δ𝑟, minimum Δ𝐻, and max… view at source ↗
Figure 8
Figure 8. Figure 8: Viewing-angle light curves for the two-component disk-wind col￾lapsar model using the weighting in Section 4.1 with 𝜃j = 20◦ . The polar/SN component is fixed; the equatorial component is compared with and with￾out 𝑀rp = 0.05 𝑀⊙ in the outer disk wind. Solid curves include r-process material; dotted curves are the no-r-process control. On-axis views are polar￾component dominated, while inclined views show … view at source ↗
Figure 9
Figure 9. Figure 9: Viewing-angle detectability of an equatorial r-process disk wind. The horizontal axis is the physical r-process mass in the equatorial component and the vertical axis is observer angle from the polar axis. Rows compare the radial placement of the neutron-rich material within the equatorial ejecta. The top row shows an inner disk wind with neutron-rich ejecta placed in the inner half of the equatorial mass,… view at source ↗
Figure 10
Figure 10. Figure 10: Effect of latitudinal mixing on the observable r-process colour residual. The polar/equatorial background weighting is the same as in [PITH_FULL_IMAGE:figures/full_fig_p012_10.png] view at source ↗
read the original abstract

Supernova lightcurves are often interpreted with one-zone radioactive-decay models that ignore a key variable that can affect interpretation and inferred parameters: the distribution of radioactive material. Using a multi-shell model, we explore the impact of $^{56}$Ni mixing in supernovae and r-process material in collapsars. Moving $^{56}$Ni outward reduces the overlying diffusion column, producing faster and brighter rises at fixed $M_{\rm Ni}$, $M_{\rm ej}$, and $E_{\rm k}$, and changes the tail through local gamma-ray leakage. A fast, bright rise is not, by itself, evidence for low ejecta mass or a requirement for engine power, with significant overlap between highly mixed and engine-powered lightcurves. One-zone fits to mixed bolometric light curves produce visually good fits but biased parameters. At fixed opacity, outward mixing is absorbed mainly by low inferred $M_{\rm ej}$ and high inferred $f_{\rm Ni}$, while $M_{\rm Ni}$ remains stable. If opacity is free, the fully mixed case is recovered with $\kappa^{\rm fit}/\kappa^{\rm input}\simeq0.24$. These shifts affect inferred explosion energies and progenitor mappings, and amplified in photometric fits. Exploring collapsar r-process enrichment, we find that the signature is not always a NIR excess and depends sensitively on the nickel-powered background, radial placement, angular distribution, and viewing angle of neutron-rich ejecta. In our setup, spherical models often show optical suppression and delayed colour evolution. Our disk-wind models suggest that fast-rising on-axis GRB-SNe are poor r-process targets for equatorially confined neutron-rich winds, and become constraining only if the r-process material reaches latitudes $\gtrsim 30^\circ$ from the equatorial plane.

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

2 major / 1 minor

Summary. The paper uses a multi-shell model to demonstrate that outward mixing of 56Ni in supernovae reduces the overlying diffusion column, yielding faster and brighter light-curve rises and altered tails via local gamma-ray leakage at fixed M_Ni, M_ej, and E_k. One-zone fits to these mixed bolometric curves produce visually acceptable but biased parameters (primarily low M_ej and high f_Ni at fixed opacity; kappa_fit/kappa_input ~0.24 when opacity is free). For collapsars, r-process signatures are shown to depend on radial placement, angular distribution, and viewing angle rather than always producing a NIR excess; spherical models exhibit optical suppression and delayed color evolution, while equatorially confined disk winds make on-axis GRB-SNe poor targets unless material reaches latitudes ≳30°.

Significance. If the multi-shell treatment is adequate, the results would caution against interpreting fast rises as direct evidence for low ejecta mass or engine power and would supply viewing-angle-dependent criteria for identifying r-process material in collapsar events. The work directly addresses a variable (radioactive-material distribution) routinely omitted from one-zone modeling and could affect progenitor mappings and explosion-energy inferences.

major comments (2)
  1. [multi-shell model description] The multi-shell model (abstract and methods) is load-bearing for every quantitative claim about rise-time changes, tail leakage, and parameter biases. The description provides no explicit validation or resolution study against Monte Carlo radiative-transfer codes or 3D hydrodynamics for the outward-mixing or equatorial-wind regimes; if non-local transport or clumping is under-resolved, the reported shifts in inferred M_ej, f_Ni, and the r-process viewing-angle conclusions would not hold.
  2. [one-zone fit results] One-zone fit bias results (abstract): the statement that M_Ni remains stable while M_ej is underestimated and f_Ni overestimated at fixed opacity, or that the fully mixed case is recovered only with kappa_fit/kappa_input ≃ 0.24, rests on the multi-shell light curves being representative. Without a resolution or opacity-variation test, it is unclear whether the bias magnitudes are robust or artifacts of the diffusion/leakage approximation.
minor comments (1)
  1. [abstract] The abstract refers to 'our disk-wind models' without stating the number of models, the range of wind latitudes, or the specific opacity treatment used; adding these details would improve reproducibility.

Simulated Author's Rebuttal

2 responses · 0 unresolved

We thank the referee for the thorough review and constructive feedback on our manuscript. Below we provide point-by-point responses to the major comments, clarifying the model's scope and agreeing to strengthen the presentation of its limitations and tests.

read point-by-point responses

  1. Referee: [multi-shell model description] The multi-shell model (abstract and methods) is load-bearing for every quantitative claim about rise-time changes, tail leakage, and parameter biases. The description provides no explicit validation or resolution study against Monte Carlo radiative-transfer codes or 3D hydrodynamics for the outward-mixing or equatorial-wind regimes; if non-local transport or clumping is under-resolved, the reported shifts in inferred M_ej, f_Ni, and the r-process viewing-angle conclusions would not hold.

    Authors: The multi-shell model is a 1D diffusion approximation with local gamma-ray leakage, chosen to efficiently explore mixing effects across parameter space while capturing the key geometric reduction in diffusion column. We performed internal convergence tests by increasing shell number (from 10 to 50), which stabilize the rise-time and leakage trends; these will be documented in a new methods subsection. We agree that direct benchmarks against full Monte Carlo RT or 3D hydro would be valuable and will add an explicit limitations paragraph discussing the diffusion approximation's regime of validity, noting that non-local effects and clumping are not resolved here. The qualitative conclusions on mixing-induced biases remain robust within this framework, but we will revise the text to make these caveats prominent. revision: partial

  2. Referee: [one-zone fit results] One-zone fit bias results (abstract): the statement that M_Ni remains stable while M_ej is underestimated and f_Ni overestimated at fixed opacity, or that the fully mixed case is recovered only with kappa_fit/kappa_input ≃ 0.24, rests on the multi-shell light curves being representative. Without a resolution or opacity-variation test, it is unclear whether the bias magnitudes are robust or artifacts of the diffusion/leakage approximation.

    Authors: The reported biases are obtained by fitting the multi-shell light curves directly; we have already varied input opacity across a factor of two and confirmed that the direction and approximate magnitude of the M_ej underestimation and f_Ni overestimation persist, with the kappa_fit/kappa_input ratio remaining near 0.24 for the fully mixed case. These tests will be added to the results section. While the exact numerical values are tied to the diffusion treatment, the core finding—that mixing mimics low-M_ej, high-f_Ni solutions—is a direct consequence of the reduced overlying column and is not an artifact. We will include the opacity-variation results and a brief resolution discussion to address this concern. revision: partial

Circularity Check

0 steps flagged

No significant circularity

full rationale

The paper generates synthetic light curves via a multi-shell diffusion model under varied 56Ni distributions, then applies one-zone fits to the resulting curves to quantify parameter biases. These steps constitute forward physical modeling followed by an independent inverse fit; the reported biases (e.g., low M_ej, high f_Ni at fixed opacity) are outputs of that procedure rather than presupposed inputs. No equations reduce a claimed result to a fitted parameter by construction, no self-citations serve as load-bearing uniqueness theorems, and no ansatz is smuggled in. The derivation therefore remains self-contained against external radiative-transfer assumptions.

Axiom & Free-Parameter Ledger

0 free parameters · 1 axioms · 0 invented entities

Abstract-only review provides insufficient detail to enumerate specific free parameters, axioms, or invented entities; the central modeling rests on the unstated assumption that the multi-shell radiative transfer is adequate.

axioms (1)
  • domain assumption Multi-shell model with specified radial placement captures essential diffusion column and gamma-ray leakage effects
    Invoked as the basis for all stated impacts on light-curve shape and fit biases

pith-pipeline@v0.9.1-grok · 5864 in / 1302 out tokens · 19363 ms · 2026-06-26T07:13:27.562564+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Reference graph

Works this paper leans on

81 extracted references · 75 canonical work pages · 32 internal anchors

  1. [1]

    , keywords =

    Hydrodynamic Mixing of Accretion Disk Outflows in Collapsars: Implications for r-process Signatures. , keywords =. doi:10.3847/1538-4357/acdb67 , archivePrefix =. 2305.00056 , primaryClass =

    work page doi:10.3847/1538-4357/acdb67

  2. [2]

    , keywords =

    REDBACK: a Bayesian inference software package for electromagnetic transients. , keywords =. doi:10.1093/mnras/stae1238 , archivePrefix =. 2308.12806 , primaryClass =

    work page doi:10.1093/mnras/stae1238

  3. [3]

    Sergey Ioffe and Christian Szegedy

    Matplotlib: A 2D Graphics Environment. Computing in Science and Engineering , keywords =. doi:10.1109/MCSE.2007.55 , adsurl =

    work page doi:10.1109/mcse.2007.55 2007

  4. [4]

    Array Programming with NumPy

    Array programming with NumPy. , keywords =. doi:10.1038/s41586-020-2649-2 , archivePrefix =. 2006.10256 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1038/s41586-020-2649-2 2006

  5. [5]

    The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package

    The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package. , keywords =. doi:10.3847/1538-4357/ac7c74 , archivePrefix =. 2206.14220 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/1538-4357/ac7c74

  6. [6]

    2026 , publisher =

    Leeney, Samuel Alan Kossoff , title =. 2026 , publisher =. doi:10.21105/joss.09441 , url =

    work page doi:10.21105/joss.09441 2026

  7. [7]

    Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro

    Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro. arXiv e-prints , keywords =. doi:10.48550/arXiv.1912.11554 , archivePrefix =. 1912.11554 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.48550/arxiv.1912.11554 1912

  8. [8]

    James Bradbury and Roy Frostig and Peter Hawkins and Matthew James Johnson and Yash Katariya and Chris Leary and Dougal Maclaurin and George Necula and Adam Paszke and Jake Vander

  9. [9]

    and Haberland, Matt and Reddy, Tyler and Cournapeau, David and Burovski, Evgeni and Peterson, Pearu and Weckesser, Warren and Bright, Jonathan and

    Virtanen, Pauli and Gommers, Ralf and Oliphant, Travis E. and Haberland, Matt and Reddy, Tyler and Cournapeau, David and Burovski, Evgeni and Peterson, Pearu and Weckesser, Warren and Bright, Jonathan and. Nature Methods , year =

  10. [10]

    , keywords =

    Signatures of r-process Enrichment in Supernovae from Collapsars. , keywords =. doi:10.3847/2041-8213/ac9b41 , archivePrefix =. 2205.10421 , primaryClass =

    work page doi:10.3847/2041-8213/ac9b41 2041

  11. [11]

    Type Ib/Ic supernovae: effect of nickel mixing on the early-time color evolution and implications for the progenitors

    Type Ib/Ic Supernovae: Effect of Nickel Mixing on the Early-time Color Evolution and Implications for the Progenitors. , keywords =. doi:10.3847/1538-4357/ab0020 , archivePrefix =. 1810.03108 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/1538-4357/ab0020

  12. [12]

    The Observer's Guide to the Gamma-Ray Burst-Supernova Connection

    The Observer's Guide to the Gamma-Ray Burst Supernova Connection. Advances in Astronomy , keywords =. doi:10.1155/2017/8929054 , archivePrefix =. 1604.03549 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1155/2017/8929054 2017

  13. [13]

    The Expulsion of Stellar Envelopes in Core-Collapse Supernovae

    The Expulsion of Stellar Envelopes in Core-Collapse Supernovae. , keywords =. doi:10.1086/306571 , archivePrefix =. astro-ph/9807046 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1086/306571

  14. [14]

    , keywords =

    Studying the Power Sources behind Type Ic Supernovae. , keywords =. doi:10.3847/1538-4357/ae1582 , archivePrefix =. 2501.15702 , primaryClass =

    work page doi:10.3847/1538-4357/ae1582

  15. [15]

    , keywords =

    Magnetorotational supernovae: a nucleosynthetic analysis of sophisticated 3D models. , keywords =. doi:10.1093/mnras/stac3185 , archivePrefix =. 2206.11914 , primaryClass =

    work page doi:10.1093/mnras/stac3185

  16. [16]

    Average opacity calculation for core-collapse supernovae

    Average Opacity Calculation for Core-collapse Supernovae. , keywords =. doi:10.3847/1538-4357/aace56 , archivePrefix =. 1806.07188 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/1538-4357/aace56

  17. [17]

    Supernova Environmental Impacts , year = 2014, editor =

    Early Emission of Core-Collapse Supernovae. Supernova Environmental Impacts , year = 2014, editor =. doi:10.1017/S174392131300923X , adsurl =

    work page doi:10.1017/s174392131300923x 2014

  18. [18]

    , keywords =

    EP 250108a/SN 2025kg: Observations of the Most Nearby Broad-line Type Ic Supernova Following an Einstein Probe Fast X-Ray Transient. , keywords =. doi:10.3847/2041-8213/ade7f9 , archivePrefix =. 2504.08889 , primaryClass =

    work page doi:10.3847/2041-8213/ade7f9 2041

  19. [19]

    arXiv e-prints , keywords =

    A Multi-Wavelength View of the First Type Ic-BL Supernova with an Einstein Probe X-ray Shock Breakout. arXiv e-prints , keywords =

  20. [20]

    arXiv e-prints , keywords =

    Failed jet breakout in the metal-poor broad-lined type Ic supernova 2026gzf. arXiv e-prints , keywords =

  21. [21]

    The ejected mass distribution of type Ia supernovae: A significant rate of non-Chandrasekhar-mass progenitors

    The ejected mass distribution of Type Ia supernovae: a significant rate of non-Chandrasekhar-mass progenitors. , keywords =. doi:10.1093/mnras/stu1808 , archivePrefix =. 1408.6601 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1093/mnras/stu1808

  22. [22]

    arXiv e-prints , keywords =

    Thermal X-rays breaking out from pre-explosion ejecta of a dying massive star. arXiv e-prints , keywords =

  23. [23]

    A two-component model for fitting light-curves of core-collapse supernovae

    A two-component model for fitting light curves of core-collapse supernovae. , keywords =. doi:10.1051/0004-6361/201527931 , archivePrefix =. 1602.04001 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1051/0004-6361/201527931

  24. [24]

    , keywords =

    Optical and Radio Analysis of Systematically Classified Broad-lined Type Ic Supernovae from the Zwicky Transient Facility. , keywords =. doi:10.3847/1538-4357/ad7fde , archivePrefix =. 2408.14586 , primaryClass =

    work page doi:10.3847/1538-4357/ad7fde

  25. [25]

    Large-scale Evolution of Seconds-long Relativistic Jets from Black Hole-Neutron Star Mergers[J/OL]

    Large-scale Evolution of Seconds-long Relativistic Jets from Black Hole-Neutron Star Mergers. , keywords =. doi:10.3847/2041-8213/aceeff , archivePrefix =. 2306.14947 , primaryClass =

    work page doi:10.3847/2041-8213/aceeff 2041

  26. [26]

    M., Barnes , J., and Metzger , B

    Collapsars as a major source of r-process elements. , keywords =. doi:10.1038/s41586-019-1136-0 , archivePrefix =. 1810.00098 , primaryClass =

    work page doi:10.1038/s41586-019-1136-0

  27. [27]

    Siegel and Aman Agarwal and Jennifer Barnes and Brian D

    ``Super-kilonovae'' from Massive Collapsars as Signatures of Black Hole Birth in the Pair-instability Mass Gap. , keywords =. doi:10.3847/1538-4357/ac8d04 , archivePrefix =. 2111.03094 , primaryClass =

    work page doi:10.3847/1538-4357/ac8d04

  28. [28]

    2020, Monthly Notices of the Royal Astronomical Society, 496, 1369–1392, doi: 10.1093/mnras/staa1576

    Systematic opacity calculations for kilonovae. , keywords =. doi:10.1093/mnras/staa1576 , archivePrefix =. 1906.08914 , primaryClass =

    work page doi:10.1093/mnras/staa1576 1906

  29. [29]

    , keywords =

    Cautionary Tales on Heating-rate Prescriptions in Kilonovae. , keywords =. doi:10.3847/2041-8213/ad739d , archivePrefix =. 2404.07271 , primaryClass =

    work page doi:10.3847/2041-8213/ad739d 2041

  30. [30]

    Annalen der Physik , keywords =

    Heavy Elements and Electromagnetic Transients from Neutron Star Mergers. Annalen der Physik , keywords =. doi:10.1002/andp.202200306 , archivePrefix =. 2208.14026 , primaryClass =

    work page doi:10.1002/andp.202200306

  31. [31]

    R., Østensen, R

    On the astrophysical robustness of the neutron star merger r-process. , keywords =. doi:10.1111/j.1365-2966.2012.21859.x , archivePrefix =. 1206.2379 , primaryClass =

    work page doi:10.1111/j.1365-2966.2012.21859.x 2012

  32. [32]

    , keywords =

    On the diversity of magnetar-driven kilonovae. , keywords =. doi:10.1093/mnras/stac2609 , archivePrefix =. 2205.14159 , primaryClass =

    work page doi:10.1093/mnras/stac2609

  33. [33]

    From mass-loss histories to lightcurves: a generalised framework for interaction-powered transients

    From mass-loss histories to lightcurves: a generalised framework for interaction-powered transients. arXiv e-prints , keywords =. doi:10.48550/arXiv.2605.19571 , archivePrefix =. 2605.19571 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.48550/arxiv.2605.19571

  34. [34]

    arXiv e-prints , keywords =

    Lightcurve Modelling of 2,205 ZTF DR2 Type -0.5ex Supernovae: Implications for SN Ia Physics and Cosmology. arXiv e-prints , keywords =. doi:10.48550/arXiv.2602.02677 , archivePrefix =. 2602.02677 , primaryClass =

    work page doi:10.48550/arxiv.2602.02677

  35. [35]

    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 =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/0004-637x/829/2/110

  36. [36]

    , 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 =

    work page doi:10.3847/1538-4357/ac0aec 2010

  37. [37]

    Radioactive Heating and Late Time Kilonova Light Curves

    Radioactive Heating and Late Time Kilonova Light Curves. , keywords =. doi:10.3847/1538-4357/ab06c2 , archivePrefix =. 1807.03319 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/1538-4357/ab06c2

  38. [38]

    The First Systematic Study of Type Ibc Supernova Multi-band Light Curves

    The First Systematic Study of Type Ibc Supernova Multi-band Light Curves. , keywords =. doi:10.1088/0004-637X/741/2/97 , archivePrefix =. 1011.4959 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/0004-637x/741/2/97

  39. [39]

    Analysis of broad-lined Type Ic supernovae from the (intermediate) Palomar Transient Factory

    Analysis of broad-lined Type Ic supernovae from the (intermediate) Palomar Transient Factory. , keywords =. doi:10.1051/0004-6361/201834429 , archivePrefix =. 1811.09544 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1051/0004-6361/201834429

  40. [40]

    , keywords =

    Type Ic supernovae from the (intermediate) Palomar Transient Factory. , keywords =. doi:10.1051/0004-6361/202038890 , archivePrefix =. 2010.08392 , primaryClass =

    work page doi:10.1051/0004-6361/202038890 2010

  41. [41]

    Reviews of Modern Physics , keywords =

    The evolution and explosion of massive stars. Reviews of Modern Physics , keywords =. doi:10.1103/RevModPhys.74.1015 , adsurl =

    work page doi:10.1103/revmodphys.74.1015

  42. [42]

    New Two-Dimensional Models of Supernova Explosions by the Neutrino-Heating Mechanism: Evidence for Different Instability Regimes in Collapsing Stellar Cores

    New Two-dimensional Models of Supernova Explosions by the Neutrino-heating Mechanism: Evidence for Different Instability Regimes in Collapsing Stellar Cores. , keywords =. doi:10.1088/0004-637X/761/1/72 , archivePrefix =. 1205.7078 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/0004-637x/761/1/72

  43. [43]

    Three-Dimensional Simulations of Mixing Instabilities in Supernova Explosions

    Three-dimensional Simulations of Mixing Instabilities in Supernova Explosions. , keywords =. doi:10.1088/0004-637X/714/2/1371 , archivePrefix =. 0908.3474 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/0004-637x/714/2/1371

  44. [44]

    Discovery of the peculiar supernova 1998bw in the error box of GRB980425

    An unusual supernova in the error box of the -ray burst of 25 April 1998. , keywords =. doi:10.1038/27150 , archivePrefix =. astro-ph/9806175 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1038/27150 1998

  45. [45]

    A very energetic supernova associated with the gamma-ray burst of 29 March 2003

    A very energetic supernova associated with the -ray burst of 29 March 2003. , keywords =. doi:10.1038/nature01750 , archivePrefix =. astro-ph/0306347 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1038/nature01750 2003

  46. [46]

    Signatures of a jet cocoon in early spectra of a supernova associated with a $\gamma$-ray burst

    Signatures of a jet cocoon in early spectra of a supernova associated with a -ray burst. , keywords =. doi:10.1038/s41586-018-0826-3 , archivePrefix =. 1901.05500 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1038/s41586-018-0826-3 1901

  47. [47]

    Supernova Light Curves Powered by Young Magnetars

    Supernova Light Curves Powered by Young Magnetars. , keywords =. doi:10.1088/0004-637X/717/1/245 , archivePrefix =. 0911.0680 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/0004-637x/717/1/245

  48. [48]

    Bright Supernovae from Magnetar Birth

    Bright Supernovae from Magnetar Birth. , keywords =. doi:10.1088/2041-8205/719/2/L204 , archivePrefix =. 0911.0698 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/2041-8205/719/2/l204 2041

  49. [49]

    Supernova Light Curves Powered by Fallback Accretion

    Supernova Light Curves Powered by Fallback Accretion. , keywords =. doi:10.1088/0004-637X/772/1/30 , archivePrefix =. 1210.7240 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/0004-637x/772/1/30

  50. [50]

    Dynamics and observational signatures of core-collapse supernovae with central engines: hydrodynamics simulations with Monte Carlo post-processing

    Dynamics and observational signatures of core-collapse supernovae with central engines: hydrodynamics simulations with Monte Carlo post-processing. , keywords =. doi:10.1093/mnras/stag306 , archivePrefix =. 2510.13741 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1093/mnras/stag306

  51. [51]

    A., Schnurr O., Hirschi R., Yusof N., Parker R

    Electromagnetic counterparts of compact object mergers powered by the radioactive decay of r-process nuclei. , keywords =. doi:10.1111/j.1365-2966.2010.16864.x , archivePrefix =. 1001.5029 , primaryClass =

    work page doi:10.1111/j.1365-2966.2010.16864.x 2010

  52. [52]

    , keywords =

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

    work page doi:10.1086/183239

  53. [53]

    2025, Nature Astronomy, 9, 1073, doi: 10.1038/s41550-025-02571-1

    A fast X-ray transient from a weak relativistic jet associated with a type Ic-BL supernova. Nature Astronomy , keywords =. doi:10.1038/s41550-025-02571-1 , archivePrefix =. 2410.02315 , primaryClass =

    work page doi:10.1038/s41550-025-02571-1

  54. [54]

    X., Liu, L

    The Einstein Probe Transient EP240414a: Linking Fast X-Ray Transients, Gamma-Ray Bursts, and Luminous Fast Blue Optical Transients. , keywords =. doi:10.3847/2041-8213/adbc7e , archivePrefix =. 2409.19056 , primaryClass =

    work page doi:10.3847/2041-8213/adbc7e 2041

  55. [55]

    I - Analytic solutions for the early part of the light curve

    Type I supernovae. I - Analytic solutions for the early part of the light curve. , keywords =. doi:10.1086/159681 , adsurl =

    work page doi:10.1086/159681

  56. [56]

    , keywords =

    Analytic solutions for light curves of supernovae of Type II. , keywords =. doi:10.1086/157898 , adsurl =

    work page doi:10.1086/157898

  57. [57]

    , keywords =

    The Most Luminous Supernovae. , keywords =. doi:10.1146/annurev-astro-081817-051819 , archivePrefix =. 1812.01428 , primaryClass =

    work page doi:10.1146/annurev-astro-081817-051819

  58. [58]

    Einstein Probe - a small mission to monitor and explore the dynamic X-ray Universe

    Einstein Probe - a small mission to monitor and explore the dynamic X-ray Universe. arXiv e-prints , keywords =. doi:10.48550/arXiv.1506.07735 , archivePrefix =. 1506.07735 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.48550/arxiv.1506.07735

  59. [59]

    LSST: from Science Drivers to Reference Design and Anticipated Data Products

    LSST: From Science Drivers to Reference Design and Anticipated Data Products. , keywords =. doi:10.3847/1538-4357/ab042c , archivePrefix =. 0805.2366 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/1538-4357/ab042c

  60. [60]

    , keywords =

    Surrogate models for light curves and photosphere properties of Type II supernovae. , keywords =. doi:10.1093/mnras/staf1808 , archivePrefix =. 2506.02107 , primaryClass =

    work page doi:10.1093/mnras/staf1808

  61. [61]

    , keywords =

    The La Silla Schmidt Southern Survey. , keywords =. doi:10.1088/1538-3873/ae02c5 , archivePrefix =. 2503.14579 , primaryClass =

    work page doi:10.1088/1538-3873/ae02c5

  62. [62]

    The Zwicky Transient Facility: System Overview, Performance, and First Results

    The Zwicky Transient Facility: System Overview, Performance, and First Results. , keywords =. doi:10.1088/1538-3873/aaecbe , archivePrefix =. 1902.01932 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/1538-3873/aaecbe 1902

  63. [63]

    The Ultimate Light Curve of SN 1998bw/GRB 980425

    The Ultimate Light Curve of SN 1998bw/GRB 980425. , keywords =. doi:10.1088/0004-6256/141/5/163 , archivePrefix =. 1106.1695 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/0004-6256/141/5/163

  64. [64]

    , keywords =

    Radioactive Heating Rate of r-process Elements and Macronova Light Curve. , keywords =. doi:10.3847/1538-4357/ab6a98 , archivePrefix =. 1909.02581 , primaryClass =

    work page doi:10.3847/1538-4357/ab6a98 1909

  65. [65]

    , keywords =

    Velocity evolution of broad-lined type-Ic supernovae with and without gamma-ray bursts. , keywords =. doi:10.1051/0004-6361/202453047 , archivePrefix =. 2411.11503 , primaryClass =

    work page doi:10.1051/0004-6361/202453047

  66. [66]

    The Spectral SN-GRB Connection: Systematic Spectral Comparisons between Type Ic Supernovae, and broad-lined Type Ic Supernovae with and without Gamma-Ray Bursts

    The Spectral SN-GRB Connection: Systematic Spectral Comparisons between Type Ic Supernovae and Broad-lined Type Ic Supernovae with and without Gamma-Ray Bursts. , keywords =. doi:10.3847/0004-637X/832/2/108 , archivePrefix =. 1509.07124 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/0004-637x/832/2/108

  67. [67]

    , keywords =

    Collapsars as Sites of r-process Nucleosynthesis: Systematic Photometric Near-infrared Follow-up of Type Ic-BL Supernovae. , keywords =. doi:10.3847/1538-4357/ad11df , archivePrefix =. 2302.09226 , primaryClass =

    work page doi:10.3847/1538-4357/ad11df

  68. [68]

    A `Hypernova' model for SN 1998bw associated with gamma-ray burst of 25 April 1998

    A hypernova model for the supernova associated with the -ray burst of 25 April 1998. , keywords =. doi:10.1038/27155 , archivePrefix =. astro-ph/9806382 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1038/27155 1998

  69. [69]

    Light Curve and Spectral Models for the Hypernova SN 1998bw associated with GRB980425

    Light Curve and Spectral Models for the Hypernova SN 1998BW Associated with GRB 980425. , keywords =. doi:10.1086/319784 , archivePrefix =. astro-ph/0007010 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1086/319784

  70. [70]

    Living Reviews in Relativity , keywords =

    Kilonovae. Living Reviews in Relativity , keywords =. doi:10.1007/s41114-019-0024-0 , archivePrefix =. 1910.01617 , primaryClass =

    work page doi:10.1007/s41114-019-0024-0 1910

  71. [71]

    , keywords =

    EP250108a/SN 2025kg: A Jet-driven Stellar Explosion Interacting with Circumstellar Material. , keywords =. doi:10.3847/2041-8213/ade870 , archivePrefix =. 2504.17516 , primaryClass =

    work page doi:10.3847/2041-8213/ade870 2041

  72. [72]

    , keywords =

    EP 250108a/SN 2025kg: a magnetar-powered gamma-ray burst supernova originating from a close helium-star binary via isolated binary evolution. , keywords =. doi:10.1093/mnrasl/slaf114 , archivePrefix =. 2507.18544 , primaryClass =

    work page doi:10.1093/mnrasl/slaf114

  73. [73]

    Encyclopedia of Astrophysics, Volume 2 , year = 2026, volume =

    Superluminous supernovae. Encyclopedia of Astrophysics, Volume 2 , year = 2026, volume =. doi:10.1016/B978-0-443-21439-4.00017-1 , archivePrefix =. 2407.12302 , primaryClass =

    work page doi:10.1016/b978-0-443-21439-4.00017-1 2026

  74. [74]

    The Magnetar Model for Type I Superluminous Supernovae. I. Bayesian Analysis of the Full Multicolor Light-curve Sample with MOSFiT. , keywords =. doi:10.3847/1538-4357/aa9334 , archivePrefix =. 1706.00825 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.3847/1538-4357/aa9334

  75. [75]

    , keywords =

    A generalized semi-analytic model for magnetar-driven supernovae. , keywords =. doi:10.1093/mnras/stad3645 , archivePrefix =. 2308.12997 , primaryClass =

    work page doi:10.1093/mnras/stad3645

  76. [76]

    J., M¨ uller, B., Chan, C., Heger, A., & Blinnikov, S

    Fallback Accretion-powered Supernova Light Curves Based on a Neutrino-driven Explosion Simulation of a 40 M _ ☉ Star. , keywords =. doi:10.3847/1538-4357/ab2643 , archivePrefix =. 1906.00153 , primaryClass =

    work page doi:10.3847/1538-4357/ab2643 1906

  77. [77]

    Annual Review of Statistics and Its Application , keywords =

    Bayesian Inference for Misspecified Generative Models. Annual Review of Statistics and Its Application , keywords =. doi:10.1146/annurev-statistics-040522-015915 , archivePrefix =. 2305.08429 , primaryClass =

    work page doi:10.1146/annurev-statistics-040522-015915

  78. [78]

    , keywords =

    Line Expansion Opacity in Relativistically Expanding Media. , keywords =. doi:10.3847/1538-4357/ab5306 , archivePrefix =. 1910.13619 , primaryClass =

    work page doi:10.3847/1538-4357/ab5306 1910

  79. [79]

    Opacities and Spectra of the r-process Ejecta from Neutron Star Mergers

    Opacities and Spectra of the r-process Ejecta from Neutron Star Mergers. , keywords =. doi:10.1088/0004-637X/774/1/25 , archivePrefix =. 1303.5788 , primaryClass =

    work page internal anchor Pith review Pith/arXiv arXiv doi:10.1088/0004-637x/774/1/25

  80. [80]

    arXiv e-prints , keywords =

    Decadal pre-explosion activity and circumstellar interaction in a supernova. arXiv e-prints , keywords =

Showing first 80 references.