ST
Stephen Thorp
astro-ph.COastro-ph.GAastro-ph.IMastro-ph.HEstat.APastro-ph.SRcs.LGstat.MLcs.AIhep-ph
On Valency
published · living versionsW_uqrwxra5·v1 · currentpublished
Characterising the Standardisation Properties of Type Ia Supernovae in the z band with Hierarchical Bayesian Modelling
with Erin E. Hayes, Suhail Dhawan, Kaisey S. Mandel, David O. Jones +19
1 version
W_6x79rqwg·v1published
Preprints & journals
46 papers in the corpus · 2018–20262Flow2SN: Dusty Supernova Cosmology with Photometric Redshifts and Contamination using Neural Simulation-Based Inference2610.30244v1 · Benjamin M. Boyd, Maximilian Autenrieth, Kaisey S. Mandel et al.2026 · 0 citationsarXiv
Follow-up of SN 2025wny I: Space-based Observations of the First Multiply-imaged Superluminous Supernova2608.28413v1 · Ariel Goobar, Joel Johansson, Edvard Mortsell et al.2026 · 0 citationsarXiv
Follow-up of SN 2025wny V: Lens Modelling and Cosmography of a Strongly Lensed Superluminous Supernova at using Space Data2608.28430v1 · Edvard Mortsell, Joel Johansson, Ariel Goobar et al.2026 · 0 citationsarXiv
pop-cosmos: Disentangling galaxy properties from observables using data-driven approaches2606.11308v2 · Benedict Van den Bussche, Sinan Deger, Hiranya V. Peiris et al.2026 · 0 citationsarXiv
StAD: Stein Amortized Divergence for Fast Likelihoods with Diffusion and Flow2605.16486v1 · Gurjeet Jagwani, Stephen Thorp, Sinan Deger et al.2026 · 0 citationsarXiv
Thermostats, Not Engines: A New Picture of Halo Gas Regulation2605.16488v1 · Hiranya V. Peiris, Andrew Pontzen, Madalina N. Tudorache et al.2026 · 0 citationsarXiv
Rapid and robust simulation-based inference for kilonovae2605.13983v2 · Stephanie M. Brown, Mattia Bulla, Hiranya V. Peiris et al.2026 · 0 citationsarXiv
A Natural Telescope: Discovery of the Strongly Lensed Type II SN 2025mkn at 2604.07983v1 · Cameron Lemon, Ariel Goobar, Joel Johansson et al.2026 · 0 citationsarXiv
FlowSN: Neural Simulation-Based Inference under Realistic Selection Effects applied to Supernova Cosmology2603.11165v3 · Benjamin M. Boyd, Kaisey S. Mandel, Matthew Grayling et al.2026 · 1 citationMon Not R Astron Soc (2026)
pop-cosmos: Redshifts and physical properties of KiDS-1000 galaxies2602.03930v2 · Anik Halder, Hiranya V. Peiris, Stephen Thorp et al.2026 · 0 citationsMon Not R Astron Soc (2026)
pop-cosmos: Forward modeling KiDS-1000 redshift distributions using realistic galaxy populations2602.03935v1 · Boris Leistedt, Hiranya V. Peiris, Anik Halder et al.2026 · 0 citationsarXiv
Opportunities in AI/ML for the Rubin LSST Dark Energy Science Collaboration2601.14235v1 · Eric Aubourg, Camille Avestruz, Matthew R. Becker et al.2026 · 0 citationsarXiv
Normal or transitional? The evolution and properties of two type Ia supernovae in the Virgo cluster2512.00555v1 · L. Izzo, C. Gall, N. Khetan et al.2025 · 1 citationarXiv
BayeSN-TD: Time Delay and Estimation for Lensed SN H0pe2510.11719v2 · M. Grayling, S. Thorp, K. S. Mandel et al.2025 · 3 citationsarXiv
The Case for Space: Estimating Precise Time Delays from Ground- and Space-Based Observations of Lensed Supernovae with Glimpse2509.25350v2 · Erin E. Hayes, Suhail Dhawan, Stephen Thorp et al.2025 · 4 citationsMNRAS 546, 3 (2026)
pop-cosmos: Star formation over 12 Gyr from generative modelling of a deep infrared-selected galaxy catalogue2509.20430v2 · Sinan Deger, Hiranya V. Peiris, Stephen Thorp et al.2025 · 3 citationsMon Not R Astron Soc (2026)
Cosmology with supernova Encore in the strong lensing cluster MACS J0138-2155: Time delays & Hubble constant measurement2509.12301v1 · J. D. R. Pierel, E. E. Hayes, M. Millon et al.2025 · 3 citationsarXiv
pop-cosmos: Insights from generative modeling of a deep, infrared-selected galaxy population2506.12122v2 · Stephen Thorp, Hiranya V. Peiris, Gurjeet Jagwani et al.2025 · 6 citationsApJ 993, 240 (2025)
Impact of redshift distribution uncertainties on Lyman-break galaxy cosmological parameter inference2506.06475v1 · Francesco Petri, Boris Leistedt, Daniel J. Mortlock et al.2025 · 2 citationsMon Not R Astron Soc (2025)
Characterising the Standardisation Properties of Type Ia Supernovae in the z band with Hierarchical Bayesian Modelling2506.04309v2 · Erin E. Hayes, Suhail Dhawan, Kaisey S. Mandel et al.2025 · 2 citationsMNRAS 541, 2 (2025)on Valency
Microlensing of lensed supernovae Zwicky & iPTF16geu: constraints on the lens galaxy mass slope and dark compact object fraction2501.01578v2 · Nikki Arendse, Edvard Mortsell, Luke Weisenbach et al.2025 · 3 citationsarXiv
Blast: a Web Application for Characterizing the Host Galaxies of Astrophysical Transients2410.17322v1 · D. O. Jones, P. McGill, T. A. Manning et al.2024 · 1 citationarXivon Valency
Accounting for Selection Effects in Supernova Cosmology with Simulation-Based Inference and Hierarchical Bayesian Modelling2407.15923v1 · Benjamin M. Boyd, Matthew Grayling, Stephen Thorp et al.2024 · 5 citationsarXiv
pop-cosmos: Scaleable inference of galaxy properties and redshifts with a data-driven population model2406.19437v2 · Stephen Thorp, Justin Alsing, Hiranya V. Peiris et al.2024 · 12 citationsApJ 975, 145 (2024)
Variational Inference for Acceleration of SN Ia Photometric Distance Estimation with BayeSN2405.06013v2 · Ana Sof'ia M. Uzsoy, Stephen Thorp, Matthew Grayling et al.2024 · 5 citationsarXiv
JWST Photometric Time-Delay and Magnification Measurements for the Triply-Imaged Type Ia "Supernova H0pe" at z = 1.782403.18954v2 · J.D.R. Pierel, B. L. Frye, M. Pascale et al.2024 · 41 citationsarXiv
Using Rest-Frame Optical and NIR Data from the RAISIN Survey to Explore the Redshift Evolution of Dust Laws in SN Ia Host Galaxies2402.18624v2 · Stephen Thorp, Kaisey S. Mandel, David O. Jones et al.2024 · 15 citationsMNRAS 530, 4016-4031 (2024)
Data-Space Validation of High-Dimensional Models by Comparing Sample Quantiles2402.00930v3 · Stephen Thorp, Hiranya V. Peiris, Daniel J. Mortlock et al.2024 · 5 citationsApJS 276, 5 (2025)
pop-cosmos: A comprehensive picture of the galaxy population from COSMOS data2402.00935v2 · Justin Alsing, Stephen Thorp, Sinan Deger et al.2024 · 27 citationsApJS 274, 12 (2024)
Scalable hierarchical BayeSN inference: Investigating dependence of SN Ia host galaxy dust properties on stellar mass and redshift2401.08755v2 · Matthew Grayling, Stephen Thorp, Kaisey S. Mandel et al.2024 · 38 citationsarXiv
GausSN: Bayesian Time-Delay Estimation for Strongly Lensed Supernovae2311.17997v2 · Erin E. Hayes, Stephen Thorp, Kaisey S. Mandel et al.2023 · 6 citationsMNRAS, 530, pp.3942-3963 (2024)
Bird-Snack: Bayesian Inference of dust law Distributions using SN Ia Apparent Colours at peaK2310.07753v1 · Sam M. Ward, Suhail Dhawan, Kaisey S. Mandel et al.2023 · 0 citationsarXiv
Keck Infrared Transient Survey I: Survey Description and Data Release 12309.07102v1 · S. Tinyanont, R. J. Foley, K. Taggart et al.2023 · 19 citationsarXiv
Constraints on the Hubble constant from supernova Refsdal's reappearance.37167351 · Kelly, Patrick L, Rodney, Steven, Treu, Tommaso et al.2023 · 133 citationsScience (New York, N.Y.). 2023;380(6649):eabh1322
The Magnificent Five Images of Supernova Refsdal: Time Delay and Magnification Measurements2305.06377v1 · Patrick L. Kelly, Steven Rodney, Tommaso Treu et al.2023 · 38 citationsarXiv
The DEHVILS Survey Overview and Initial Data Release: High-Quality Near-Infrared Type Ia Supernova Light Curves at Low Redshift2301.11868v2 · Erik R. Peterson, David O. Jones, Daniel Scolnic et al.2023 · 14 citationsarXiv
The Young Supernova Experiment Data Release 1 (YSE DR1): Light Curves and Photometric Classification of 1975 Supernovae2211.07128v2 · P. D. Aleo, K. Malanchev, S. Sharief et al.2022 · 48 citationsarXiv
A BayeSN Distance Ladder: from a consistent modelling of Type Ia supernovae from the optical to the near infrared2211.07657v3 · Suhail Dhawan, Stephen Thorp, Kaisey S. Mandel et al.2022 · 26 citationsarXiv
Constraining the SN Ia Host Galaxy Dust Law Distribution and Mass Step: Hierarchical BayeSN Analysis of Optical and Near-Infrared Light Curves2209.10552v1 · Stephen Thorp, Kaisey S. Mandel2022 · 26 citationsMNRAS 517, 2360-2382 (2022)
Relative intrinsic scatter in hierarchical Type Ia supernova siblings analyses: Application to SNe 2021hpr, 1997bq & 2008fv in NGC 31472209.10558v2 · Sam M. Ward, Stephen Thorp, Kaisey S. Mandel et al.2022 · 2 citationsarXiv
A graph-based spectral classification of Type II supernovae2206.14335v2 · Rafael S. de Souza, Stephen Thorp, Llu'is Galbany et al.2022 · 4 citationsarXiv
Cosmological Results from the RAISIN Survey: Using Type Ia Supernovae in the Near Infrared as a Novel Path to Measure the Dark Energy Equation of State2201.07801v2 · D. O. Jones, K. S. Mandel, R. P. Kirshner et al.2022 · 57 citationsApJ, 933, 172J, 2022
A Reference Survey for Supernova Cosmology with the Nancy Grace Roman Space Telescope2111.03081v1 · B. M. Rose, C. Baltay, R. Hounsell et al.2021 · 25 citationsarXiv
Testing the Consistency of Dust Laws in SN Ia Host Galaxies: A BayeSN Examination of Foundation DR12102.05678v3 · Stephen Thorp, Kaisey S. Mandel, David O. Jones et al.2021 · 55 citationsMNRAS 508, 4310-4331 (2021)
A Hierarchical Bayesian SED Model for Type Ia Supernovae in the Optical to Near-Infrared2008.07538v3 · Kaisey S. Mandel, Stephen Thorp, Gautham Narayan et al.2020 · 81 citationsarXiv
Tidal disruption events from massive black hole binaries: predictions for ongoing and future surveys1811.01960v2 · Stephen Thorp, Eli Chadwick, Alberto Sesana2018 · 25 citationsarXiv
Career total: at least 84 works. 46 are in this corpus.
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