Exploring the Cosmos with the Vera Rubin Observatory

Pubblicazioni

BIRD-SNACK: Bayesian inference of dust law RV distributions using SN Ia apparent colours at peak

Autori: Sam M. Ward, Suhail Dhawan, Kaisey S. Mandel, Matthew Grayling, Stephen Thorp
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero Volume 526, Numero 4, December 2023, Pages 5715–5734, 2023, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stad3159

Explaining dark matter halo density profiles with neural networks

Autori: Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen
Pubblicato in: Physical Review Letters (PRL), Numero 32, 031001 (2024), 2024, ISSN 1079-7114
Editore: American Physical Society
DOI: 10.1103/physrevlett.132.031001

Marginal post-processing of Bayesian inference products with normalizing flows and kernel density estimators

Autori: Harry TJ Bevins, William J Handley, Pablo Lemos, Peter H Sims, Eloy de Lera Acedo, Anastasia Fialkov, Justin Alsing
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), 2023, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stad2997

Impact of Rubin Observatory cadence choices on supernovae photometric classification

Autori: Catarina S. Alves, Hiranya V. Peiris, Michelle Lochner, Jason D. McEwen, Richard Kessler, The LSST Dark Energy Science Collaboration
Pubblicato in: The Astrophysical Journal Supplement Series (ApJS), Numero 265, 43 (2023), 2023, ISSN 1538-4365
Editore: American Astronomical Society
DOI: 10.3847/1538-4365/acbb09

A robust estimator of mutual information for deep learning interpretability

Autori: Davide Piras, Hiranya V. Peiris, Andrew Pontzen, Luisa Lucie-Smith, Ningyuan Guo and Brian Nord
Pubblicato in: Machine Learning: Science and Technology (MLST), Numero 4, 025006 (2023), 2023, ISSN 2632-2153
Editore: Institute of Physics
DOI: 10.1088/2632-2153/acc444

The PHANGS-JWST Treasury Survey: Star Formation, Feedback, and Dust Physics at High Angular resolution in Nearby GalaxieS

Autori: Janice C. Lee, Karin M. Sandstrom, Adam K. Leroy, David A. Thilker, Eva Schinnerer, Erik Rosolowsky, Kirsten L. Larson, Oleg V. Egorov, Thomas G. Williams, Judy Schmidt, Eric Emsellem, Gagandeep S. Anand, Ashley T. Barnes, Francesco Belfiore, Ivana Bešlić, Frank Bigiel, Guillermo A. Blanc, Alberto D. Bolatto, Médéric Boquien, Jakob den Brok, Yixian Cao, Rupali Chandar, Jérémy Chastenet, Mél
Pubblicato in: The Astrophysical Journal Letters (ApJL), Numero 944:L17 (2023), 2023, ISSN 2041-8213
Editore: American Astronomical Society
DOI: 10.48550/arxiv.2212.02667

Lossless, scalable implicit likelihood inference for cosmological fields

Autori: T Lucas Makinen, Tom Charnock, Justin Alsing, Benjamin D Wandelt
Pubblicato in: Journal of Cosmology and Astroparticle Physics (JCAP), 2023, ISSN 1475-7516
Editore: Institute of Physics
DOI: 10.48550/arxiv.2107.07405

Modelling Populations of Kilonovae

Autori: Christian N. Setzer, Hiranya V. Peiris, Oleg Korobkin, Stephan Rosswog
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero 520:2, 2829 (2023), 2023, ISSN 1365-2966
Editore: Royal Astronomical Society
DOI: 10.1093/mnras/stad257

Towards Accurate Field-Level Inference of Massive Cosmic Structures

Autori: Stephen Stopyra, Hiranya V. Peiris, Andrew Pontzen, Jens Jasche, Guilhem Lavaux
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero 527:1, 1244 (2024), 2024, ISSN 1365-2966
Editore: Royal Astronomical Society
DOI: 10.1093/mnras/stad3170

An Anti-halo Void Catalogue of the Local Super-Volume

Autori: Stephen Stopyra, Hiranya V. Peiris, Andrew Pontzen, Jens Jasche, Guilhem Lavaux
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero Accepted manuscript, 2024, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stae1251

Using Rest-Frame Optical and NIR Data from the RAISIN Survey to Explore the Redshift Evolution of Dust Laws in SN Ia Host Galaxies

Autori: Stephen Thorp, Kaisey S. Mandel, David O. Jones, Robert P. Kirshner, Peter M. Challis
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero Volume 530, Numero 4, June 2024,, 2024, Pagina/e Pages 4016-4031, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stae1111

PHANGS-JWST First Results: Stellar Feedback-Driven Excitation and Dissociation of Molecular Gas in the Starburst Ring of NGC 1365?

Autori: Daizhong Liu, Eva Schinnerer, Yixian Cao, Adam Leroy, Antonio Usero, Erik Rosolowsky, Eric Emsellem, J. M. Diederik Kruijssen, Mélanie Chevance, Simon C. O. Glover, Mattia C. Sormani, Alberto D. Bolatto, Jiayi Sun, Sophia K. Stuber, Yu-Hsuan Teng, Frank Bigiel, Ivana Bešlić, Kathryn Grasha, Jonathan D. Henshaw, Ashley. T. Barnes, Jakob S. den Brok, Toshiki Saito, Daniel A. Dale, Elizabeth J. Wa
Pubblicato in: The Astrophysical Journal Letters (ApJL), Numero 944:L19 (2023), 2023, ISSN 2041-8213
Editore: American Astronomical Society
DOI: 10.3847/2041-8213/aca973

Multiscale stellar associations across the star formation hierarchy in PHANGS-HST nearby galaxies: methodology and properties

Autori: Kirsten L. Larson, Janice C. Lee, David A. Thilker, Bradley C. Whitmore, Sinan Deger, James Lilly, Rupali Chandar, Daniel A. Dale, Frank Bigiel, Kathryn Grasha, Brent Groves, Ralf S. Klessen, Kathryn Kreckel, J. M. Diederik Kruĳssen, Adam K. Leroy, Hsi-An Pan, Erik Rosolowsky, Eva Schinnerer, Andreas Schruba, Elizabeth J. Watkins, Thomas G. Williams
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero Monthly Notices of the Royal Astronomical Society, Volume 523, Numero 4, August 2023, Pages 6061–6081, 2023, ISSN 1365-2966
Editore: Royal Astronomical Society
DOI: 10.1093/mnras/stad1600

Detecting strongly-lensed type Ia supernovae with LSST

Autori: Nikki Arendse, Suhail Dhawan, Ana Sagués Carracedo, Hiranya V. Peiris, Ariel Goobar, Radek Wojtak, Catarina Alves, Rahul Biswas, Simon Huber, Simon Birrer, The LSST Dark Energy Science Collaboration
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero Accepted manuscript, 2024, ISSN 0035-8711
Editore: Blackwell Publishing Inc.

"JWST Photometric Time-Delay and Magnification Measurements for the Triply-Imaged Type Ia ""Supernova H0pe"" at z = 1.78"

Autori: J.D.R. Pierel, B. L. Frye, M. Pascale, G. B. Caminha, W. Chen, S. Dhawan, D. Gilman, M. Grayling, S. Huber, P. Kelly, S. Thorp, N. Arendse, S. Birrer, M. Bronikowski, R. Canameras, D. Coe, S. H. Cohen, C. J. Conselice, S. P. Driver, J. C. J. Dsilva, M. Engesser, N. Foo, C. Gall, N. Garuda, C. Grillo, N. A. Grogin, J. Henderson, J. Hjorth, R. A. Jansen, J. Johansson, P. S. Kamieneski, A. M. Koekemo
Pubblicato in: Astrophysical Journal, Numero Accepted manuscript, 2024, ISSN 1538-4357
Editore: Institute of Physics (IOP)

GausSN: Bayesian Time-Delay Estimation for Strongly Lensed Supernovae

Autori: Erin E. Hayes, Stephen Thorp, Kaisey S. Mandel, Nikki Arendse, Matthew Grayling, Suhail Dhawan
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero Volume 530, Numero 4, June 2024, 2024, Pagina/e pages 3942-3963, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stae1086

PHANGS-JWST First Results: The Dust Filament Network of NGC 628 and its Relation to Star Formation Activity

Autori: David A. Thilker, Janice C. Lee, Sinan Deger, Ashley T. Barnes, Frank Bigiel, Médéric Boquien, Yixian Cao, Mélanie Chevance, Daniel A. Dale, Oleg V. Egorov, Simon C. O. Glover, Kathryn Grasha, Jonathan D. Henshaw, Ralf S. Klessen, Eric Koch, M. Diederik Kruijssen, Adam K. Leroy, Ryan A. Lessing, Sharon E. Meidt, Francesca Pinna, Miguel Querejeta, Erik Rosolowsky, Karin M. Sandstrom, Eva Schinne
Pubblicato in: The Astrophysical Journal Letters (ApJL), Numero 944:L13 (2023), 2023, ISSN 2041-8213
Editore: American Astronomical Society
DOI: 10.3847/2041-8213/acaeac

Forward modeling of galaxy populations for cosmological redshift distribution inference

Autori: Justin Alsing, Hiranya Peiris, Daniel Mortlock, Joel Leja and Boris Leistedt
Pubblicato in: The Astrophysical Journal Supplement Series (ApJS), Numero 264, 29 (2023), 2023, ISSN 1538-4365
Editore: American Astronomical Society
DOI: 10.3847/1538-4365/ac9583

Neural Stellar Population Synthesis Emulator for the DESI PROVABGS

Autori: K.J. Kwon, ChangHoon Hahn, Justin Alsing
Pubblicato in: The Astrophysical Journal Supplement Series (ApJS), Numero 265, 23 (2023), 2023, ISSN 1538-4365
Editore: American Astronomical Society
DOI: 10.3847/1538-4365/acba14

Searching for dark matter with plasma haloscopes

Autori: Alexander J. Millar, Steven M. Anlage, Rustam Balafendiev, Pavel Belov, Karl van Bibber, Jan Conrad, Marcel Demarteau, Alexander Droster, Katherine Dunne, Andrea Gallo Rosso, Jon E. Gudmundsson, Heather Jackson, Gagandeep Kaur, Tove Klaesson, Nolan Kowitt, Matthew Lawson, Alexander Leder, Akira Miyazaki, Sid Morampudi, Hiranya V. Peiris, Henrik S. Røising, Gaganpreet Singh, Dajie Sun, Jacob H. Th
Pubblicato in: Physical Review D (PRD), Numero 107, 055013 (2023), 2023, ISSN 1089-4918
Editore: American Physical Society
DOI: 10.1103/physrevd.107.055013

Scalable hierarchical BayeSN inference: Investigating dependence of SN Ia host galaxy dust properties on stellar mass and redshift

Autori: Matthew Grayling, Stephen Thorp, Kaisey S. Mandel, Suhail Dhawan, Ana Sofia Uzsoy, Benjamin M. Boyd, Erin E. Hayes, Sam M. Ward
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero Accepted manuscript, 2024, ISSN 0035-8711
Editore: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stae1202

Stellar angular momentum can be controlled from cosmological initial conditions

Autori: Corentin Cadiou, Andrew Pontzen, Hiranya V. Peiris
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero 517:3, 3459 (2022), 2022, ISSN 1365-2966
Editore: Royal Astronomical Society
DOI: 10.1093/mnras/stac2858

Star Cluster Classification using Deep Transfer Learning with PHANGS-HST

Autori: Stephen Hannon, Bradley C Whitmore, Janice C Lee, David A Thilker, Sinan Deger, E A Huerta, Wei Wei, Bahram Mobasher, Ralf Klessen, Médéric Boquien, Daniel A Dale, Mélanie Chevance, Kathryn Grasha, Patricia Sanchez-Blazquez, Thomas Williams, Fabian Scheuermann, Brent Groves, Hwihyun Kim, J M Diederik Kruijssen, the PHANGS-HST Team
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), 2023, ISSN 1365-2966
Editore: Royal Astronomical Society
DOI: 10.1093/mnras/stad2238

Limits on the Light Dark Matter–Proton Cross Section from Cosmic Large-Scale Structure

Autori: Keir K. Rogers, Cora Dvorkin, Hiranya V. Peiris
Pubblicato in: Physical Review Letters (PRL), Numero 128, 171301 (2022), 2022, ISSN 1079-7114
Editore: American Physical Society
DOI: 10.1103/physrevlett.128.171301

PHANGS-JWST First Results: Dust embedded star clusters in NGC 7496 selected via 3.3µm PAH emission

Autori: M. Jimena Rodríguez, Janice C. Lee, B. C. Whitmore, David A. Thilker, Daniel Maschmann, Rupali Chandar, Sinan Deger, Médéric Boquien, Daniel A. Dale, Kirsten L. Larson, Thomas G. Williams, Hwihyun Kim, Eva Schinnerer, Erik Rosolowsky, Adam K. Leroy, Eric Emsellem, Karin M. Sandstrom, J. M. Diederik Kruijssen, Kathryn Grasha, Elizabeth J. Watkins, Ashley. T. Barnes, Mattia C. Sormani, Jaeyeon Ki
Pubblicato in: The Astrophysical Journal Letters, ApJL, Numero 944:L26 (2023), 2023, ISSN 2041-8213
Editore: American Astronomical Society
DOI: 10.3847/2041-8213/aca653

Hierarchical Bayesian inference of photometric redshifts with stellar population synthesis models

Autori: Boris Leistedt, Justin Alsing, Hiranya Peiris, Daniel Mortlock, Joel Leja
Pubblicato in: The Astrophysical Journal Supplement Series (ApJS), Numero 264, 23 (2023), 2023, ISSN 1538-4365
Editore: American Astronomical Society
DOI: 10.3847/1538-4365/ac9d99

Discovering the building blocks of dark matter halo density profiles with neural networks

Autori: Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam, Davide Piras
Pubblicato in: Physical Review D (PRD), Numero 105, 103533 (2022), 2022, ISSN 1089-4918
Editore: American Physical Society
DOI: 10.1103/physrevd.105.103533

Stellar associations powering H II regions - I. Defining an evolutionary sequence

Autori: Fabian Scheuermann, Kathryn Kreckel, Ashley T. Barnes, Francesco Belfiore, Brent Groves, Stephen Hannon, Janice C. Lee, Rebecca Minsley, Erik Rosolowsky, Frank Bigiel, Guillermo A. Blanc, Médéric Boquien, Daniel A. Dale, Sinan Deger, Oleg V. Egorov, Eric Emsellem, Simon C. O. Glover, Kathryn Grasha, Hamid Hassani, Sarah M. R. Jeffreson, Ralf S. Klessen, J. M. Diederik Kruijssen, Kirsten L. Larso
Pubblicato in: Monthly Notices of the Royal Astronomical Society (MNRAS), Numero 522:2, 2369 (2023), 2023, ISSN 1365-2966
Editore: Royal Astronomical Society
DOI: 10.1093/mnras/stad878

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