Dark Energy Survey Year 3 results: Simulation-based <i>w</i>CDM inference from weak lensing and galaxy clustering maps with deep learning. I. Analysis design.

Ricardo Ogando R. L. C. Ogando Observatório Nacional, Rio de Janeiro, Brazil https://orcid.org/0000-0003-2120-1154 https://www.wikidata.org/entity/Q85902765

Arne Thomsen J. Bucko Tomasz Kacprzak V. Ajani Janis Fluri Alexandre Refregier Dhayaa Anbajagane Francisco J. Castander A. Ferté M. Gatti N. Jeffrey A. Alarcon A. Amon Keith C. Bechtol M. R. Becker Gary M. Bernstein A. Campos Aurelio Carnero Rosell Chihway Chang R. Chen A. Choi Martín Crocce C. Davis J. DeRose Scott Dodelson C. Doux K. Eckert J. Elvin-Poole S. Everett Pablo Fosalba Daniel Gruen I. Harrison Ken Herner E. M. Huff Michael J. Jarvis Nikolay Kuropatkin Pierre-François Léget N. MacCrann J. McCullough J. Myles A. Navarro-Alsina S. Pandey Anna Porredon J. Prat M. Raveri M. Rodriguez-Monroy R. P. Rollins Aaron Roodman Eli S. Rykoff Carles Sánchez L. F. Secco Erin Sheldon T. Shin M. A. Troxel Isaac Tutusaus T. N. Varga Noah Weaverdyck Risa H. Wechsler Brian Yanny B. Yin Y. Zhang Joe Zuntz Sahar Allam F. Andrade-Oliveira D. Bacon J. Blazek David D. Brooks R. Camilleri Jorge Carretero R. Cawthon Luiz Nicolaci da Costa M. E. da Silva Pereira Tamara M. Davis Juan de Vicente Shantanu Desai Peter Doel Juan García-Bellido Gaston R. Gutiérrez Samuel R. Hinton Devon L. Hollowood Klaus Honscheid David J. James Kyler W. Kuehn Ofer Lahav S. Lee Jennifer L. Marshall J. Mena-Fernández Felipe Menanteau Ramon Miquel J. Muir R. L. C. Ogando Andrés Alejandro Plazas Malagón Eusebio Sánchez D. Sanchez Cid Ignacio Sevilla-Noarbe M. Smith Eric Suchyta Mollye E. C. Swanson D. Thomas C. To Douglas L. Tucker Dark Energy Survey Year 3 results: Simulation-based <i>w</i>CDM inference from weak lensing and galaxy clustering maps with deep learning. I. Analysis design. 2025 November abs/2511.04681 CoRR https://doi.org/10.48550/arXiv.2511.04681 db/journals/corr/corr2511.html#abs-2511-04681 streams/journals/corr

Ben Henghes Ofer Lahav David W. Gerdes E. Lin Robert Morgan Timothy M. C. Abbott Michel Aguena Sahar Allam James Annis Santiago Ávila Emmanuel Bertin David D. Brooks David L. Burke Aurelio Carnero Rosell Matias Carrasco Kind Jorge Carretero Christopher J. Conselice Matteo Costanzi Luiz Nicolaci da Costa J. DeVicente Shantanu Desai H. Thomas Diehl Peter Doel S. Everett Ismael Ferrero Joshua A. Frieman Juan García-Bellido Enrique Gaztañaga Daniel Gruen Robert A. Gruendl Julia Gschwend G. Gutierrez William G. Hartley Samuel R. Hinton Klaus Honscheid Ben Hoyle David J. James K. Kuehn Nikolay Kuropatkin Jennifer L. Marshall Peter Melchior Felipe Menanteau Ramon Miquel Ricardo Ogando Antonella Palmese Francisco Paz-Chinchón Andreas Alejandro Plazas Anita K. Römer Carles Sánchez Eusebio Sánchez Victor E. Scarpine Michael S. Schubnell Santiago Serrano M. Smith Marcelle Soares-Santos Eric Suchyta Gregory G. Tarlé C. To R. D. Wilkinson Machine Learning for Searching the Dark Energy Survey for Trans-Neptunian Objects. 2020 abs/2009.12856 CoRR https://arxiv.org/abs/2009.12856 db/journals/corr/corr2009.html#abs-2009-12856

Angelo Fausti Neto Luiz Nicolaci da Costa Aurelio Carnero Rosell Julia Gschwend R. L. C. Ogando Flavia Sobreira Marcio A. G. Maia Basillio X. Santiago Rogério Rosenfeld C. Singulani C. Adean L. D. P. Nunes Riccardo Campisano R. Brito G. Soares G. C. Vila-Verde Timothy M. C. Abbott Filipe B. Abdalla Sahar Allam Aurélien Benoit-Lévy David D. Brooks Elizabeth Buckley-Geer Diego Capozzi Matias Carrasco Kind Jorge Carretero Chris D'Andrea Shantanu Desai Peter Doel Alex Drlica-Wagner August E. Evrard Pablo Fosalba Juan García-Bellido David W. Gerdes Robert A. Gruendl Gaston R. Gutiérrez Klaus Honscheid David J. James Tesla E. Jeltema Kyler W. Kuehn Steve E. E. Kuhlmann Nikolay Kuropatkin Ofer Lahav Marcos Lima Jennifer L. Marshall Peter Melchior Felipe Menanteau Andreas Alejandro Plazas Eusebio Sánchez Victor E. Scarpine Rafe H. Schindler Michael S. Schubnell Ignacio Sevilla-Noarbe Mathew C. Smith Robert C. Smith Eric Suchyta Mollye E. C. Swanson Gregory G. Tarlé Alistair R. Walker DES science portal: Creating science-ready catalogs. 52-69 2018 24 Astron. Comput. https://doi.org/10.1016/j.ascom.2018.01.002 https://www.wikidata.org/entity/Q60908894 db/journals/ascom/ascom24.html#NetoCCGOSMSRSAN18

Julia Gschwend A. Carnero Rossel Ricardo Ogando Angelo Fausti Neto Marcio A. G. Maia Luiz Nicolaci da Costa Marcos Lima Paulo S. S. Pellegrini Riccardo Campisano C. Singulani C. Adean Christophe O. Benoist Michel Aguena Matias Carrasco Kind Tamara M. Davis J. DeVicente William G. Hartley Ben Hoyle Antonella Palmese Iftach H. Sadeh Timothy M. C. Abbott Filipe B. Abdalla Sahar Allam James Annis Jacobo Asorey David D. Brooks Josh Calcino Daniela Carollo Francisco J. Castander Chris D'Andrea Shantanu Desai August E. Evrard Pablo Fosalba Joshua A. Frieman Juan García-Bellido Karl Glazebrook David W. Gerdes Robert A. Gruendl Gaston R. Gutiérrez Samuel R. Hinton Devon L. Hollowood Klaus Honscheid Janie K. Hoormann David J. James Kyler W. Kuehn Nikolay Kuropatkin Ofer Lahav Geraint F. Lewis Christopher E. Lidman Huan Lin Edward MacAulay Jennifer L. Marshall Peter Melchior Ramon Miquel Anais Möller Andreas Alejandro Plazas Eusebio Sánchez Basillio X. Santiago Victor E. Scarpine Rafe H. Schindler Ignacio Sevilla-Noarbe Mathew C. Smith Natalia E. Sommer Eric Suchyta Mollye E. C. Swanson Gregory G. Tarlé Brad E. Tucker Douglas L. Tucker Syed Ashraf Uddin Alistair R. Walker DES science portal: Computing photometric redshifts. 58-80 2018 25 Astron. Comput. https://doi.org/10.1016/j.ascom.2018.08.008 https://www.wikidata.org/entity/Q58879427 db/journals/ascom/ascom25.html#GschwendRONMCLP18

Peter Melchior Erin Sheldon Alex Drlica-Wagner Eli S. Rykoff Timothy M. C. Abbott Filipe B. Abdalla Sahar Allam Aurélien Benoit-Lévy David D. Brooks Elizabeth Buckley-Geer Aurelio Carnero Rosell Matias Carrasco Kind Jorge Carretero Martín Crocce Chris D'Andrea Luiz Nicolaci da Costa Shantanu Desai Peter Doel August E. Evrard David A. Finley Brenna L. Flaugher Joshua A. Frieman Enrique Gaztañaga David W. Gerdes Daniel Gruen Richard A. Gruendl Klaus Honscheid David J. James Michael J. Jarvis Kyler W. Kuehn Ting S. Li Marcio A. G. Maia Marisa C. March Jennifer L. Marshall Brian Nord Ricardo Ogando Andreas Alejandro Plazas Anita K. Römer Eusebio Sánchez Victor E. Scarpine Ignacio Sevilla-Noarbe Robert C. Smith Marcelle Soares-Santos Eric Suchyta Mollye E. C. Swanson Gregory G. Tarlé Vinu Vikram Alistair R. Walker William C. Wester Yuanyuan Zhang Crowdsourcing quality control for Dark Energy Survey images. 99-108 2016 16 Astron. Comput. https://doi.org/10.1016/j.ascom.2016.04.003 https://www.wikidata.org/entity/Q59766984 db/journals/ascom/ascom16.html#MelchiorSDRAAAB16

Eduardo Machado Marcello Serqueira Eduardo S. Ogasawara Ricardo Ogando Marcio A. G. Maia Luiz Nicolaci da Costa Riccardo Campisano Gustavo Paiva Guedes Eduardo Bezerra 0002 Exploring machine learning methods for the Star/Galaxy Separation Problem. 123-130 2016 IJCNN https://doi.org/10.1109/IJCNN.2016.7727189 conf/ijcnn/2016 db/conf/ijcnn/ijcnn2016.html#MachadoSOOMCCGB16

Joseph J. Mohr Wayne Barkhouse Cristina Beldica Emmanuel Bertin Y. Dora Cai Luiz Nicolaci da Costa J. Anthony Darnell Gregory E. Daues Michael Jarvis Michelle Gower Huan Lin Leandro Martelli Eric H. Neilsen Chow-Choong Ngeow Ricardo Ogando Alex Parga Erin Sheldon Douglas Tucker Nikolay Kuropatkin Chris Stoughton The Dark Energy Survey Data Management System http://arxiv.org/abs/0807.2515 2008 CoRR abs/0807.2515 db/journals/corr/corr0807.html#abs-0807-2515

Timothy M. C. Abbott Filipe B. Abdalla C. Adean Michel Aguena V. Ajani A. Alarcon Sahar Allam A. Amon Dhayaa Anbajagane F. Andrade-Oliveira James Annis Jacobo Asorey Santiago Ávila D. Bacon Wayne Barkhouse Keith C. Bechtol M. R. Becker Cristina Beldica Christophe O. Benoist Aurélien Benoit-Lévy Gary M. Bernstein Emmanuel Bertin Eduardo Bezerra 0002 J. Blazek R. Brito David D. Brooks Elizabeth Buckley-Geer J. Bucko David L. Burke Y. Dora Cai Josh Calcino R. Camilleri Riccardo Campisano A. Campos Diego Capozzi Daniela Carollo Jorge Carretero Francisco J. Castander R. Cawthon Chihway Chang R. Chen A. Choi D. Sanchez Cid Christopher J. Conselice Luiz Nicolaci da Costa Matteo Costanzi Martín Crocce Chris D'Andrea J. Anthony Darnell Gregory E. Daues C. Davis Tamara M. Davis J. DeRose Shantanu Desai J. DeVicente H. Thomas Diehl Scott Dodelson Peter Doel C. Doux Alex Drlica-Wagner K. Eckert J. Elvin-Poole S. Everett August E. Evrard Ismael Ferrero A. Ferté David A. Finley Brenna L. Flaugher Janis Fluri Pablo Fosalba Joshua A. Frieman Juan García-Bellido M. Gatti Enrique Gaztañaga David W. Gerdes Karl Glazebrook Michelle Gower Daniel Gruen Richard A. Gruendl Robert A. Gruendl Julia Gschwend Gustavo Paiva Guedes G. Gutierrez Gaston R. Gutiérrez I. Harrison William G. Hartley Ben Henghes Ken Herner Samuel R. Hinton Devon L. Hollowood Klaus Honscheid Janie K. Hoormann Ben Hoyle E. M. Huff David J. James Michael Jarvis Michael J. Jarvis N. Jeffrey Tesla E. Jeltema Tomasz Kacprzak Matias Carrasco Kind K. Kuehn Kyler W. Kuehn Steve E. E. Kuhlmann Nikolay Kuropatkin Ofer Lahav S. Lee Pierre-François Léget Geraint F. Lewis Ting S. Li Christopher E. Lidman Marcos Lima E. Lin Huan Lin Edward MacAulay N. MacCrann Eduardo Machado Marcio A. G. Maia Andrés Alejandro Plazas Malagón Marisa C. March Jennifer L. Marshall Leandro Martelli J. McCullough Peter Melchior J. Mena-Fernández Felipe Menanteau Ramon Miquel Joseph J. Mohr Anais Möller Robert Morgan J. Muir J. Myles A. Navarro-Alsina Eric H. Neilsen Angelo Fausti Neto Chow-Choong Ngeow Brian Nord L. D. P. Nunes Eduardo S. Ogasawara Antonella Palmese S. Pandey Alex Parga Francisco Paz-Chinchón Paulo S. S. Pellegrini M. E. da Silva Pereira Andreas Alejandro Plazas Anna Porredon J. Prat M. Raveri Alexandre Refregier M. Rodriguez-Monroy R. P. Rollins Anita K. Römer Aaron Roodman Aurelio Carnero Rosell Rogério Rosenfeld A. Carnero Rossel Eli S. Rykoff Iftach H. Sadeh Carles Sánchez Eusebio Sánchez Basillio X. Santiago Victor E. Scarpine Rafe H. Schindler Michael S. Schubnell L. F. Secco Marcello Serqueira Santiago Serrano Ignacio Sevilla-Noarbe Erin Sheldon T. Shin C. Singulani M. Smith Mathew SmithMathew C. Smith Robert C. Smith G. Soares Marcelle Soares-Santos Flavia Sobreira Natalia E. Sommer Chris Stoughton Eric Suchyta Mollye E. C. Swanson Gregory G. Tarlé D. Thomas Arne Thomsen C. To M. A. Troxel Brad TuckerBrad E. Tucker Douglas Tucker Douglas L. Tucker Isaac Tutusaus Syed Ashraf Uddin T. N. Varga Juan de Vicente Vinu Vikram G. C. Vila-Verde Alistair R. Walker Noah Weaverdyck Risa H. Wechsler William C. Wester R. D. Wilkinson Brian Yanny B. Yin Y. Zhang Yuanyuan Zhang Joe Zuntz