Exploring the Cosmos with the Vera Rubin Observatory

Publikacje

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

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

Explaining dark matter halo density profiles with neural networks

Autorzy: Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen
Opublikowane w: Physical Review Letters (PRL), Numer 32, 031001 (2024), 2024, ISSN 1079-7114
Wydawca: American Physical Society
DOI: 10.1103/physrevlett.132.031001

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

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

Impact of Rubin Observatory cadence choices on supernovae photometric classification

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

A robust estimator of mutual information for deep learning interpretability

Autorzy: Davide Piras, Hiranya V. Peiris, Andrew Pontzen, Luisa Lucie-Smith, Ningyuan Guo and Brian Nord
Opublikowane w: Machine Learning: Science and Technology (MLST), Numer 4, 025006 (2023), 2023, ISSN 2632-2153
Wydawca: 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

Autorzy: 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
Opublikowane w: The Astrophysical Journal Letters (ApJL), Numer 944:L17 (2023), 2023, ISSN 2041-8213
Wydawca: American Astronomical Society
DOI: 10.48550/arxiv.2212.02667

Lossless, scalable implicit likelihood inference for cosmological fields

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

Modelling Populations of Kilonovae

Autorzy: Christian N. Setzer, Hiranya V. Peiris, Oleg Korobkin, Stephan Rosswog
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer 520:2, 2829 (2023), 2023, ISSN 1365-2966
Wydawca: Royal Astronomical Society
DOI: 10.1093/mnras/stad257

Towards Accurate Field-Level Inference of Massive Cosmic Structures

Autorzy: Stephen Stopyra, Hiranya V. Peiris, Andrew Pontzen, Jens Jasche, Guilhem Lavaux
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer 527:1, 1244 (2024), 2024, ISSN 1365-2966
Wydawca: Royal Astronomical Society
DOI: 10.1093/mnras/stad3170

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

Autorzy: Stephen Stopyra, Hiranya V. Peiris, Andrew Pontzen, Jens Jasche, Guilhem Lavaux
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer Accepted manuscript, 2024, ISSN 0035-8711
Wydawca: 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

Autorzy: Stephen Thorp, Kaisey S. Mandel, David O. Jones, Robert P. Kirshner, Peter M. Challis
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer Volume 530, Numer 4, June 2024,, 2024, Strona(/y) Pages 4016-4031, ISSN 0035-8711
Wydawca: 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?

Autorzy: 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
Opublikowane w: The Astrophysical Journal Letters (ApJL), Numer 944:L19 (2023), 2023, ISSN 2041-8213
Wydawca: 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

Autorzy: 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
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer Monthly Notices of the Royal Astronomical Society, Volume 523, Numer 4, August 2023, Pages 6061–6081, 2023, ISSN 1365-2966
Wydawca: Royal Astronomical Society
DOI: 10.1093/mnras/stad1600

Detecting strongly-lensed type Ia supernovae with LSST

Autorzy: 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
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer Accepted manuscript, 2024, ISSN 0035-8711
Wydawca: Blackwell Publishing Inc.

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

Autorzy: 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
Opublikowane w: Astrophysical Journal, Numer Accepted manuscript, 2024, ISSN 1538-4357
Wydawca: Institute of Physics (IOP)

GausSN: Bayesian Time-Delay Estimation for Strongly Lensed Supernovae

Autorzy: Erin E. Hayes, Stephen Thorp, Kaisey S. Mandel, Nikki Arendse, Matthew Grayling, Suhail Dhawan
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer Volume 530, Numer 4, June 2024, 2024, Strona(/y) pages 3942-3963, ISSN 0035-8711
Wydawca: 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

Autorzy: 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
Opublikowane w: The Astrophysical Journal Letters (ApJL), Numer 944:L13 (2023), 2023, ISSN 2041-8213
Wydawca: American Astronomical Society
DOI: 10.3847/2041-8213/acaeac

Forward modeling of galaxy populations for cosmological redshift distribution inference

Autorzy: Justin Alsing, Hiranya Peiris, Daniel Mortlock, Joel Leja and Boris Leistedt
Opublikowane w: The Astrophysical Journal Supplement Series (ApJS), Numer 264, 29 (2023), 2023, ISSN 1538-4365
Wydawca: American Astronomical Society
DOI: 10.3847/1538-4365/ac9583

Neural Stellar Population Synthesis Emulator for the DESI PROVABGS

Autorzy: K.J. Kwon, ChangHoon Hahn, Justin Alsing
Opublikowane w: The Astrophysical Journal Supplement Series (ApJS), Numer 265, 23 (2023), 2023, ISSN 1538-4365
Wydawca: American Astronomical Society
DOI: 10.3847/1538-4365/acba14

Searching for dark matter with plasma haloscopes

Autorzy: 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
Opublikowane w: Physical Review D (PRD), Numer 107, 055013 (2023), 2023, ISSN 1089-4918
Wydawca: 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

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

Stellar angular momentum can be controlled from cosmological initial conditions

Autorzy: Corentin Cadiou, Andrew Pontzen, Hiranya V. Peiris
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer 517:3, 3459 (2022), 2022, ISSN 1365-2966
Wydawca: Royal Astronomical Society
DOI: 10.1093/mnras/stac2858

Star Cluster Classification using Deep Transfer Learning with PHANGS-HST

Autorzy: 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
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), 2023, ISSN 1365-2966
Wydawca: Royal Astronomical Society
DOI: 10.1093/mnras/stad2238

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

Autorzy: Keir K. Rogers, Cora Dvorkin, Hiranya V. Peiris
Opublikowane w: Physical Review Letters (PRL), Numer 128, 171301 (2022), 2022, ISSN 1079-7114
Wydawca: 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

Autorzy: 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
Opublikowane w: The Astrophysical Journal Letters, ApJL, Numer 944:L26 (2023), 2023, ISSN 2041-8213
Wydawca: American Astronomical Society
DOI: 10.3847/2041-8213/aca653

Hierarchical Bayesian inference of photometric redshifts with stellar population synthesis models

Autorzy: Boris Leistedt, Justin Alsing, Hiranya Peiris, Daniel Mortlock, Joel Leja
Opublikowane w: The Astrophysical Journal Supplement Series (ApJS), Numer 264, 23 (2023), 2023, ISSN 1538-4365
Wydawca: American Astronomical Society
DOI: 10.3847/1538-4365/ac9d99

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

Autorzy: Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen, Brian Nord, Jeyan Thiyagalingam, Davide Piras
Opublikowane w: Physical Review D (PRD), Numer 105, 103533 (2022), 2022, ISSN 1089-4918
Wydawca: American Physical Society
DOI: 10.1103/physrevd.105.103533

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

Autorzy: 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
Opublikowane w: Monthly Notices of the Royal Astronomical Society (MNRAS), Numer 522:2, 2369 (2023), 2023, ISSN 1365-2966
Wydawca: Royal Astronomical Society
DOI: 10.1093/mnras/stad878

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