The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)

A system of 5020 robotic fiber positioners was installed in 2019 on the Mayall Telescope, at Kitt Peak National Observatory. The robots automatically retarget their optical fibers every 10–20 minutes, each to a precision of several microns, with a reconfiguration time of fewer than 2 minutes. Over t...

Full description

Bibliographic Details
Main Authors: Joseph Harry Silber, Parker Fagrelius, Kevin Fanning, Michael Schubnell, Jessica Nicole Aguilar, Steven Ahlen, Jon Ameel, Otger Ballester, Charles Baltay, Chris Bebek, Dominic Benton Beard, Robert Besuner, Laia Cardiel-Sas, Ricard Casas, Francisco Javier Castander, Todd Claybaugh, Carl Dobson, Yutong Duan, Patrick Dunlop, Jerry Edelstein, William T. Emmet, Ann Elliott, Matthew Evatt, Irena Gershkovich, Julien Guy, Stu Harris, Henry Heetderks, Ian Heetderks, Klaus Honscheid, Jose Maria Illa, Patrick Jelinsky, Sharon R. Jelinsky, Jorge Jimenez, Armin Karcher, Stephen Kent, David Kirkby, Jean-Paul Kneib, Andrew Lambert, Mike Lampton, Daniela Leitner, Michael Levi, Jeremy McCauley, Aaron Meisner, Timothy N. Miller, Ramon Miquel, Juliá Mundet, Claire Poppett, David Rabinowitz, Kevin Reil, David Roman, David Schlegel, Santiago Serrano, William Van Shourt, David Sprayberry, Gregory Tarlé, Suk Sien Tie, Curtis Weaverdyck, Kai Zhang, Marco Azzaro, Stephen Bailey, Santiago Becerril, Tami Blackwell, Mohamed Bouri, David Brooks, Elizabeth Buckley-Geer, Jose Peñate Castro, Mark Derwent, Arjun Dey, Govinda Dhungana, Peter Doel, Daniel J. Eisenstein, Nasib Fahim, Juan Garcia-Bellido, Enrique Gaztañaga, Satya Gontcho A Gontcho, Gaston Gutierrez, Philipp Hörler, Robert Kehoe, Theodore Kisner, Anthony Kremin, Luzius Kronig, Martin Landriau, Laurent Le Guillou, Paul Martini, John Moustakas, Nathalie Palanque-Delabrouille, Xiyan Peng, Will Percival, Francisco Prada, Carlos Allende Prieto, Guillermo Gonzalez de Rivera, Eusebio Sanchez, Justo Sanchez, Ray Sharples, Marcelle Soares-Santos, Edward Schlafly, Benjamin Alan Weaver, Zhimin Zhou, Yaling Zhu, Hu Zou, (DESI Collaboration)
Format: Article
Language:English
Published: IOP Publishing 2022-01-01
Series:The Astronomical Journal
Subjects:
Online Access:https://doi.org/10.3847/1538-3881/ac9ab1
_version_ 1797695664357900288
author Joseph Harry Silber
Parker Fagrelius
Kevin Fanning
Michael Schubnell
Jessica Nicole Aguilar
Steven Ahlen
Jon Ameel
Otger Ballester
Charles Baltay
Chris Bebek
Dominic Benton Beard
Robert Besuner
Laia Cardiel-Sas
Ricard Casas
Francisco Javier Castander
Todd Claybaugh
Carl Dobson
Yutong Duan
Patrick Dunlop
Jerry Edelstein
William T. Emmet
Ann Elliott
Matthew Evatt
Irena Gershkovich
Julien Guy
Stu Harris
Henry Heetderks
Ian Heetderks
Klaus Honscheid
Jose Maria Illa
Patrick Jelinsky
Sharon R. Jelinsky
Jorge Jimenez
Armin Karcher
Stephen Kent
David Kirkby
Jean-Paul Kneib
Andrew Lambert
Mike Lampton
Daniela Leitner
Michael Levi
Jeremy McCauley
Aaron Meisner
Timothy N. Miller
Ramon Miquel
Juliá Mundet
Claire Poppett
David Rabinowitz
Kevin Reil
David Roman
David Schlegel
Santiago Serrano
William Van Shourt
David Sprayberry
Gregory Tarlé
Suk Sien Tie
Curtis Weaverdyck
Kai Zhang
Marco Azzaro
Stephen Bailey
Santiago Becerril
Tami Blackwell
Mohamed Bouri
David Brooks
Elizabeth Buckley-Geer
Jose Peñate Castro
Mark Derwent
Arjun Dey
Govinda Dhungana
Peter Doel
Daniel J. Eisenstein
Nasib Fahim
Juan Garcia-Bellido
Enrique Gaztañaga
Satya Gontcho A Gontcho
Gaston Gutierrez
Philipp Hörler
Robert Kehoe
Theodore Kisner
Anthony Kremin
Luzius Kronig
Martin Landriau
Laurent Le Guillou
Paul Martini
John Moustakas
Nathalie Palanque-Delabrouille
Xiyan Peng
Will Percival
Francisco Prada
Carlos Allende Prieto
Guillermo Gonzalez de Rivera
Eusebio Sanchez
Justo Sanchez
Ray Sharples
Marcelle Soares-Santos
Edward Schlafly
Benjamin Alan Weaver
Zhimin Zhou
Yaling Zhu
Hu Zou
(DESI Collaboration)
author_facet Joseph Harry Silber
Parker Fagrelius
Kevin Fanning
Michael Schubnell
Jessica Nicole Aguilar
Steven Ahlen
Jon Ameel
Otger Ballester
Charles Baltay
Chris Bebek
Dominic Benton Beard
Robert Besuner
Laia Cardiel-Sas
Ricard Casas
Francisco Javier Castander
Todd Claybaugh
Carl Dobson
Yutong Duan
Patrick Dunlop
Jerry Edelstein
William T. Emmet
Ann Elliott
Matthew Evatt
Irena Gershkovich
Julien Guy
Stu Harris
Henry Heetderks
Ian Heetderks
Klaus Honscheid
Jose Maria Illa
Patrick Jelinsky
Sharon R. Jelinsky
Jorge Jimenez
Armin Karcher
Stephen Kent
David Kirkby
Jean-Paul Kneib
Andrew Lambert
Mike Lampton
Daniela Leitner
Michael Levi
Jeremy McCauley
Aaron Meisner
Timothy N. Miller
Ramon Miquel
Juliá Mundet
Claire Poppett
David Rabinowitz
Kevin Reil
David Roman
David Schlegel
Santiago Serrano
William Van Shourt
David Sprayberry
Gregory Tarlé
Suk Sien Tie
Curtis Weaverdyck
Kai Zhang
Marco Azzaro
Stephen Bailey
Santiago Becerril
Tami Blackwell
Mohamed Bouri
David Brooks
Elizabeth Buckley-Geer
Jose Peñate Castro
Mark Derwent
Arjun Dey
Govinda Dhungana
Peter Doel
Daniel J. Eisenstein
Nasib Fahim
Juan Garcia-Bellido
Enrique Gaztañaga
Satya Gontcho A Gontcho
Gaston Gutierrez
Philipp Hörler
Robert Kehoe
Theodore Kisner
Anthony Kremin
Luzius Kronig
Martin Landriau
Laurent Le Guillou
Paul Martini
John Moustakas
Nathalie Palanque-Delabrouille
Xiyan Peng
Will Percival
Francisco Prada
Carlos Allende Prieto
Guillermo Gonzalez de Rivera
Eusebio Sanchez
Justo Sanchez
Ray Sharples
Marcelle Soares-Santos
Edward Schlafly
Benjamin Alan Weaver
Zhimin Zhou
Yaling Zhu
Hu Zou
(DESI Collaboration)
author_sort Joseph Harry Silber
collection DOAJ
description A system of 5020 robotic fiber positioners was installed in 2019 on the Mayall Telescope, at Kitt Peak National Observatory. The robots automatically retarget their optical fibers every 10–20 minutes, each to a precision of several microns, with a reconfiguration time of fewer than 2 minutes. Over the next 5 yr, they will enable the newly constructed Dark Energy Spectroscopic Instrument (DESI) to measure the spectra of 35 million galaxies and quasars. DESI will produce the largest 3D map of the universe to date and measure the expansion history of the cosmos. In addition to the 5020 robotic positioners and optical fibers, DESI’s Focal Plane System includes six guide cameras, four wave front cameras, 123 fiducial point sources, and a metrology camera mounted at the primary mirror. The system also includes associated structural, thermal, and electrical systems. In all, it contains over 675,000 individual parts. We discuss the design, construction, quality control, and integration of all these components. We include a summary of the key requirements, the review and acceptance process, on-sky validations of requirements, and lessons learned for future multiobject, fiber-fed spectrographs.
first_indexed 2024-03-12T03:15:35Z
format Article
id doaj.art-ec5f6d0d08344650ae772c420efc6552
institution Directory Open Access Journal
issn 1538-3881
language English
last_indexed 2024-03-12T03:15:35Z
publishDate 2022-01-01
publisher IOP Publishing
record_format Article
series The Astronomical Journal
spelling doaj.art-ec5f6d0d08344650ae772c420efc65522023-09-03T14:11:17ZengIOP PublishingThe Astronomical Journal1538-38812022-01-011651910.3847/1538-3881/ac9ab1The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)Joseph Harry Silber0https://orcid.org/0000-0002-3461-0320Parker Fagrelius1Kevin Fanning2Michael Schubnell3Jessica Nicole Aguilar4https://orcid.org/0000-0003-0822-452XSteven Ahlen5https://orcid.org/0000-0001-6098-7247Jon Ameel6https://orcid.org/0000-0003-3638-2584Otger Ballester7https://orcid.org/0000-0002-7126-5300Charles Baltay8Chris Bebek9Dominic Benton Beard10https://orcid.org/0000-0003-0746-8207Robert Besuner11Laia Cardiel-Sas12Ricard Casas13Francisco Javier Castander14https://orcid.org/0000-0001-7316-4573Todd Claybaugh15Carl Dobson16Yutong Duan17https://orcid.org/0000-0002-2611-0895Patrick Dunlop18Jerry Edelstein19William T. Emmet20Ann Elliott21https://orcid.org/0000-0001-6537-6453Matthew Evatt22Irena Gershkovich23Julien Guy24https://orcid.org/0000-0001-9822-6793Stu Harris25Henry Heetderks26Ian Heetderks27Klaus Honscheid28Jose Maria Illa29Patrick Jelinsky30Sharon R. Jelinsky31Jorge Jimenez32Armin Karcher33Stephen Kent34https://orcid.org/0000-0003-4207-7420David Kirkby35Jean-Paul Kneib36https://orcid.org/0000-0002-4616-4989Andrew Lambert37Mike Lampton38Daniela Leitner39Michael Levi40https://orcid.org/0000-0003-1887-1018Jeremy McCauley41Aaron Meisner42https://orcid.org/0000-0002-1125-7384Timothy N. Miller43Ramon Miquel44https://orcid.org/0000-0002-6610-4836Juliá Mundet45Claire Poppett46David Rabinowitz47https://orcid.org/0000-0003-4961-7653Kevin Reil48David Roman49https://orcid.org/0000-0002-8717-9597David Schlegel50https://orcid.org/0000-0002-5042-5088Santiago Serrano51William Van Shourt52David Sprayberry53https://orcid.org/0000-0001-7583-6441Gregory Tarlé54https://orcid.org/0000-0003-1704-0781Suk Sien Tie55https://orcid.org/0000-0002-5249-1353Curtis Weaverdyck56Kai Zhang57https://orcid.org/0000-0002-9808-3646Marco Azzaro58https://orcid.org/0000-0002-1317-0661Stephen Bailey59https://orcid.org/0000-0003-4162-6619Santiago Becerril60Tami Blackwell61Mohamed Bouri62https://orcid.org/0000-0003-1083-3180David Brooks63https://orcid.org/0000-0002-8458-5047Elizabeth Buckley-Geer64Jose Peñate Castro65Mark Derwent66Arjun Dey67https://orcid.org/0000-0002-4928-4003Govinda Dhungana68Peter Doel69Daniel J. Eisenstein70https://orcid.org/0000-0002-2929-3121Nasib Fahim71Juan Garcia-Bellido72https://orcid.org/0000-0002-9370-8360Enrique Gaztañaga73https://orcid.org/0000-0001-9632-0815Satya Gontcho A Gontcho74Gaston Gutierrez75Philipp Hörler76Robert Kehoe77https://orcid.org/0000-0002-7101-697XTheodore Kisner78Anthony Kremin79https://orcid.org/0000-0001-6356-7424Luzius Kronig80Martin Landriau81https://orcid.org/0000-0003-1838-8528Laurent Le Guillou82https://orcid.org/0000-0001-7178-8868Paul Martini83https://orcid.org/0000-0002-4279-4182John Moustakas84https://orcid.org/0000-0002-2733-4559Nathalie Palanque-Delabrouille85Xiyan Peng86https://orcid.org/0000-0002-3784-830XWill Percival87https://orcid.org/0000-0002-0644-5727Francisco Prada88Carlos Allende Prieto89https://orcid.org/0000-0002-0084-572XGuillermo Gonzalez de Rivera90https://orcid.org/0000-0003-4452-743XEusebio Sanchez91https://orcid.org/0000-0002-9646-8198Justo Sanchez92Ray Sharples93https://orcid.org/0000-0003-3449-8583Marcelle Soares-Santos94https://orcid.org/0000-0001-6082-8529Edward Schlafly95https://orcid.org/0000-0002-3569-7421Benjamin Alan Weaver96Zhimin Zhou97https://orcid.org/0000-0002-4135-0977Yaling Zhu98Hu Zou99https://orcid.org/0000-0002-6684-3997(DESI Collaboration)Lawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduNSF’s National Optical-Infrared Astronomy Research Laboratory (NOIRLab) , USA ; em2Department of Physics, The Ohio State University (OSU) , USA; Center for Cosmology and AstroParticle Physics, The Ohio State University (OSU) , USAUniversity of Michigan (UM) , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduBoston University (BU) , USAUniversity of Michigan (UM) , USAInstitut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology (BIST) , SpainYale University , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduInstitut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology (BIST) , SpainInstitut de Cìencies de l’Espai (ICE) , IEEC-CSIC, SpainInstitut de Cìencies de l’Espai (ICE) , IEEC-CSIC, SpainLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduSpace Sciences Laboratory (SSL), UC Berkeley , USABoston University (BU) , USANSF’s National Optical-Infrared Astronomy Research Laboratory (NOIRLab) , USA ; em2Space Sciences Laboratory (SSL), UC Berkeley , USAYale University , USADepartment of Physics, The Ohio State University (OSU) , USANSF’s National Optical-Infrared Astronomy Research Laboratory (NOIRLab) , USA ; em2University of Michigan (UM) , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduSpace Sciences Laboratory (SSL), UC Berkeley , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.edu; Space Sciences Laboratory (SSL), UC Berkeley , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.edu; Space Sciences Laboratory (SSL), UC Berkeley , USADepartment of Physics, The Ohio State University (OSU) , USA; Center for Cosmology and AstroParticle Physics, The Ohio State University (OSU) , USAInstitut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology (BIST) , SpainLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.edu; Space Sciences Laboratory (SSL), UC Berkeley , USASpace Sciences Laboratory (SSL), UC Berkeley , USAInstitut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology (BIST) , SpainLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduFermi National Accelerator Laboratory (FNAL) , USAUniversity of California , Irvine (UCI), USAÉcole polytechnique fédérale de Lausanne (EPFL), SwitzerlandLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduSpace Sciences Laboratory (SSL), UC Berkeley , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduSpace Sciences Laboratory (SSL), UC Berkeley , USANSF’s National Optical-Infrared Astronomy Research Laboratory (NOIRLab) , USA ; em2Space Sciences Laboratory (SSL), UC Berkeley , USAInstitut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology (BIST) , Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA) , SpainInstitut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology (BIST) , SpainSpace Sciences Laboratory (SSL), UC Berkeley , USAYale University , USAKavli Institute for Particle Astrophysics and Cosmology and SLAC National Accelerator Laboratory , USA; Stanford University , USAInstitut de Física d’Altes Energies (IFAE), The Barcelona Institute of Science and Technology (BIST) , SpainLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduInstitut de Cìencies de l’Espai (ICE) , IEEC-CSIC, SpainSpace Sciences Laboratory (SSL), UC Berkeley , USANSF’s National Optical-Infrared Astronomy Research Laboratory (NOIRLab) , USA ; em2University of Michigan (UM) , USADepartment of Astronomy, The Ohio State University (OSU) , USAUniversity of Michigan (UM) , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduInstituto de Astrofísica de Andalucía (IAA) , SpainLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduInstituto de Astrofísica de Andalucía (IAA) , SpainLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduÉcole polytechnique fédérale de Lausanne (EPFL), SwitzerlandUniversity College London (UCL) , USAFermi National Accelerator Laboratory (FNAL) , USAInstituto de Astrofísica de Canarias (IAC) , SpainDepartment of Astronomy, The Ohio State University (OSU) , USANSF’s National Optical-Infrared Astronomy Research Laboratory (NOIRLab) , USA ; em2Southern Methodist University (SMU) , USAUniversity College London (UCL) , USACenter for Astrophysics ∣ Harvard & Smithsonian , USAGrupo de Investigación HCTLab, Escuela Politécnica Superior, Universidad Autónoma de Madrid , SpainInstituto de Física Teórica (IFT) UAM/CSIC, Universidad Autónoma de Madrid , SpainInstitut de Cìencies de l’Espai (ICE) , IEEC-CSIC, SpainLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduFermi National Accelerator Laboratory (FNAL) , USAÉcole polytechnique fédérale de Lausanne (EPFL), SwitzerlandSouthern Methodist University (SMU) , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.edu; University of Michigan (UM) , USAÉcole polytechnique fédérale de Lausanne (EPFL), SwitzerlandLawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.eduSorbonne Université , Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), FranceCenter for Cosmology and AstroParticle Physics, The Ohio State University (OSU) , USA; Department of Astronomy, The Ohio State University (OSU) , USADepartment of Physics and Astronomy, Siena College , USALawrence Berkeley National Laboratory (LBNL) , USA ; jhsilber@lbl.gov, parker.fagrelius@noirlab.edu; IRFU, CEA, Université Paris-Saclay , FranceNational Astronomical Observatories, Chinese Academy of Sciences , CanadaDepartment of Physics and Astronomy, University of Waterloo , Canada; Perimeter Institute for Theoretical Physics , CanadaInstituto de Astrofísica de Andalucía (IAA) , SpainInstituto de Astrofísica de Canarias (IAC) , SpainGrupo de Investigación HCTLab, Escuela Politécnica Superior, Universidad Autónoma de Madrid , SpainCentro de Investigaciones Energéticas , Medioambientales y Tecnológicas (CIEMAT), SpainInstituto de Astrofísica de Andalucía (IAA) , SpainCentre for Advanced Instrumentation, Department of Physics, Durham University , UK; Institute for Computational Cosmology, Department of Physics, Durham University , UKUniversity of Michigan (UM) , USALawrence Livermore National Laboratory (LLNL) , USANSF’s National Optical-Infrared Astronomy Research Laboratory (NOIRLab) , USA ; em2National Astronomical Observatories, Chinese Academy of Sciences , CanadaSpace Sciences Laboratory (SSL), UC Berkeley , USANational Astronomical Observatories, Chinese Academy of Sciences , CanadaA system of 5020 robotic fiber positioners was installed in 2019 on the Mayall Telescope, at Kitt Peak National Observatory. The robots automatically retarget their optical fibers every 10–20 minutes, each to a precision of several microns, with a reconfiguration time of fewer than 2 minutes. Over the next 5 yr, they will enable the newly constructed Dark Energy Spectroscopic Instrument (DESI) to measure the spectra of 35 million galaxies and quasars. DESI will produce the largest 3D map of the universe to date and measure the expansion history of the cosmos. In addition to the 5020 robotic positioners and optical fibers, DESI’s Focal Plane System includes six guide cameras, four wave front cameras, 123 fiducial point sources, and a metrology camera mounted at the primary mirror. The system also includes associated structural, thermal, and electrical systems. In all, it contains over 675,000 individual parts. We discuss the design, construction, quality control, and integration of all these components. We include a summary of the key requirements, the review and acceptance process, on-sky validations of requirements, and lessons learned for future multiobject, fiber-fed spectrographs.https://doi.org/10.3847/1538-3881/ac9ab1Dark energyAstronomical instrumentationSpectrometersGalaxy spectroscopy
spellingShingle Joseph Harry Silber
Parker Fagrelius
Kevin Fanning
Michael Schubnell
Jessica Nicole Aguilar
Steven Ahlen
Jon Ameel
Otger Ballester
Charles Baltay
Chris Bebek
Dominic Benton Beard
Robert Besuner
Laia Cardiel-Sas
Ricard Casas
Francisco Javier Castander
Todd Claybaugh
Carl Dobson
Yutong Duan
Patrick Dunlop
Jerry Edelstein
William T. Emmet
Ann Elliott
Matthew Evatt
Irena Gershkovich
Julien Guy
Stu Harris
Henry Heetderks
Ian Heetderks
Klaus Honscheid
Jose Maria Illa
Patrick Jelinsky
Sharon R. Jelinsky
Jorge Jimenez
Armin Karcher
Stephen Kent
David Kirkby
Jean-Paul Kneib
Andrew Lambert
Mike Lampton
Daniela Leitner
Michael Levi
Jeremy McCauley
Aaron Meisner
Timothy N. Miller
Ramon Miquel
Juliá Mundet
Claire Poppett
David Rabinowitz
Kevin Reil
David Roman
David Schlegel
Santiago Serrano
William Van Shourt
David Sprayberry
Gregory Tarlé
Suk Sien Tie
Curtis Weaverdyck
Kai Zhang
Marco Azzaro
Stephen Bailey
Santiago Becerril
Tami Blackwell
Mohamed Bouri
David Brooks
Elizabeth Buckley-Geer
Jose Peñate Castro
Mark Derwent
Arjun Dey
Govinda Dhungana
Peter Doel
Daniel J. Eisenstein
Nasib Fahim
Juan Garcia-Bellido
Enrique Gaztañaga
Satya Gontcho A Gontcho
Gaston Gutierrez
Philipp Hörler
Robert Kehoe
Theodore Kisner
Anthony Kremin
Luzius Kronig
Martin Landriau
Laurent Le Guillou
Paul Martini
John Moustakas
Nathalie Palanque-Delabrouille
Xiyan Peng
Will Percival
Francisco Prada
Carlos Allende Prieto
Guillermo Gonzalez de Rivera
Eusebio Sanchez
Justo Sanchez
Ray Sharples
Marcelle Soares-Santos
Edward Schlafly
Benjamin Alan Weaver
Zhimin Zhou
Yaling Zhu
Hu Zou
(DESI Collaboration)
The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
The Astronomical Journal
Dark energy
Astronomical instrumentation
Spectrometers
Galaxy spectroscopy
title The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
title_full The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
title_fullStr The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
title_full_unstemmed The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
title_short The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
title_sort robotic multiobject focal plane system of the dark energy spectroscopic instrument desi
topic Dark energy
Astronomical instrumentation
Spectrometers
Galaxy spectroscopy
url https://doi.org/10.3847/1538-3881/ac9ab1
work_keys_str_mv AT josephharrysilber theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT parkerfagrelius theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT kevinfanning theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT michaelschubnell theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jessicanicoleaguilar theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stevenahlen theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jonameel theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT otgerballester theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT charlesbaltay theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT chrisbebek theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT dominicbentonbeard theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT robertbesuner theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT laiacardielsas theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT ricardcasas theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT franciscojaviercastander theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT toddclaybaugh theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT carldobson theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT yutongduan theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT patrickdunlop theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jerryedelstein theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT williamtemmet theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT annelliott theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT matthewevatt theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT irenagershkovich theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT julienguy theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stuharris theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT henryheetderks theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT ianheetderks theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT klaushonscheid theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT josemariailla theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT patrickjelinsky theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT sharonrjelinsky theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jorgejimenez theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT arminkarcher theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stephenkent theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidkirkby theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jeanpaulkneib theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT andrewlambert theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT mikelampton theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT danielaleitner theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT michaellevi theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jeremymccauley theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT aaronmeisner theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT timothynmiller theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT ramonmiquel theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT juliamundet theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT clairepoppett theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidrabinowitz theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT kevinreil theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidroman theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidschlegel theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT santiagoserrano theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT williamvanshourt theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidsprayberry theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT gregorytarle theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT suksientie theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT curtisweaverdyck theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT kaizhang theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT marcoazzaro theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stephenbailey theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT santiagobecerril theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT tamiblackwell theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT mohamedbouri theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidbrooks theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT elizabethbuckleygeer theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT josepenatecastro theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT markderwent theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT arjundey theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT govindadhungana theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT peterdoel theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT danieljeisenstein theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT nasibfahim theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT juangarciabellido theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT enriquegaztanaga theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT satyagontchoagontcho theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT gastongutierrez theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT philipphorler theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT robertkehoe theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT theodorekisner theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT anthonykremin theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT luziuskronig theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT martinlandriau theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT laurentleguillou theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT paulmartini theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT johnmoustakas theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT nathaliepalanquedelabrouille theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT xiyanpeng theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT willpercival theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT franciscoprada theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT carlosallendeprieto theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT guillermogonzalezderivera theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT eusebiosanchez theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT justosanchez theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT raysharples theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT marcellesoaressantos theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT edwardschlafly theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT benjaminalanweaver theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT zhiminzhou theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT yalingzhu theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT huzou theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT desicollaboration theroboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT josephharrysilber roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT parkerfagrelius roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT kevinfanning roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT michaelschubnell roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jessicanicoleaguilar roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stevenahlen roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jonameel roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT otgerballester roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT charlesbaltay roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT chrisbebek roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT dominicbentonbeard roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT robertbesuner roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT laiacardielsas roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT ricardcasas roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT franciscojaviercastander roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT toddclaybaugh roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT carldobson roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT yutongduan roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT patrickdunlop roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jerryedelstein roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT williamtemmet roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT annelliott roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT matthewevatt roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT irenagershkovich roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT julienguy roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stuharris roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT henryheetderks roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT ianheetderks roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT klaushonscheid roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT josemariailla roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT patrickjelinsky roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT sharonrjelinsky roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jorgejimenez roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT arminkarcher roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stephenkent roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidkirkby roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jeanpaulkneib roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT andrewlambert roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT mikelampton roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT danielaleitner roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT michaellevi roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT jeremymccauley roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT aaronmeisner roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT timothynmiller roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT ramonmiquel roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT juliamundet roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT clairepoppett roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidrabinowitz roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT kevinreil roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidroman roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidschlegel roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT santiagoserrano roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT williamvanshourt roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidsprayberry roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT gregorytarle roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT suksientie roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT curtisweaverdyck roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT kaizhang roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT marcoazzaro roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT stephenbailey roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT santiagobecerril roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT tamiblackwell roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT mohamedbouri roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT davidbrooks roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT elizabethbuckleygeer roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT josepenatecastro roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT markderwent roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT arjundey roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT govindadhungana roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT peterdoel roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT danieljeisenstein roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT nasibfahim roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT juangarciabellido roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT enriquegaztanaga roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT satyagontchoagontcho roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT gastongutierrez roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT philipphorler roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT robertkehoe roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT theodorekisner roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT anthonykremin roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT luziuskronig roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT martinlandriau roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT laurentleguillou roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT paulmartini roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT johnmoustakas roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT nathaliepalanquedelabrouille roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT xiyanpeng roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT willpercival roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT franciscoprada roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT carlosallendeprieto roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT guillermogonzalezderivera roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT eusebiosanchez roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT justosanchez roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT raysharples roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT marcellesoaressantos roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT edwardschlafly roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT benjaminalanweaver roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT zhiminzhou roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT yalingzhu roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT huzou roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi
AT desicollaboration roboticmultiobjectfocalplanesystemofthedarkenergyspectroscopicinstrumentdesi