MUltiplexed Survey Telescope (MUST) Science White Paper I: Overview of Large-Scale Structure Cosmology in the Era of Stage-V Spectroscopic Surveys
Pith reviewed 2026-05-23 17:42 UTC · model grok-4.3
The pith
MUST will map over 100 million galaxies and quasars to z~5.5 to test dark energy, gravity, and primordial physics.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Using Fisher forecasts, the authors demonstrate that the planned MUST survey can address fundamental questions in cosmology, including the nature of dark energy, tests of gravity theories, and investigations into primordial physics, by mapping the 3D distribution of over 100 million galaxies and quasars across 0 < z < 5.5.
What carries the argument
The highly-multiplexed spectroscopic capability with over 20,000 simultaneous targets observed via 6.2-mm pitch positioning robots in a ~5 deg² field of view, combined with an initial conceptual target selection algorithm that covers multiple galaxy populations across the full redshift range.
If this is right
- Tighter bounds on the dark energy equation of state from baryon acoustic oscillations and redshift-space distortions.
- Direct tests of gravity theories through measurements of the growth rate of structure over a wide redshift baseline.
- Constraints on primordial physics such as non-Gaussianity or other early-universe signatures via the large-scale clustering signal.
- A 3D map of the universe that spans from the local volume to roughly 1 billion years after the Big Bang.
Where Pith is reading between the lines
- The survey design could support joint analyses with photometric or CMB datasets to break degeneracies in cosmological parameters.
- Achieving the stated goals would depend on parallel advances in automated spectral classification and large-scale data processing pipelines.
- Direct comparison of MUST forecasts with those from other Stage-IV and Stage-V facilities would clarify the unique leverage of its multiplexed, high-redshift reach.
Load-bearing premise
The target selection algorithm will deliver the required number and purity of targets across the full redshift range without major unforeseen observational or instrumental limitations.
What would settle it
Actual on-sky performance that falls short of the forecasted target density or survey volume, producing cosmological parameter constraints significantly weaker than those shown in the Fisher analysis.
read the original abstract
The MUltiplexed Survey Telescope (MUST) is a 6.5-meter telescope under development. Dedicated to highly-multiplexed, wide-field spectroscopic surveys, MUST observes over 20,000 targets simultaneously using 6.2-mm pitch positioning robots within a ~5 deg$^2$ field of view. MUST aims to conduct the first Stage-V spectroscopic survey in the 2030s, mapping the 3D Universe with over 100 million galaxies and quasars, spanning from the nearby Universe to a redshift of z ~ 5.5, corresponding to approximately 1 billion years after the Big Bang. To cover this extensive redshift range, we present an initial conceptual target selection algorithm for different types of galaxies, ranging from local bright galaxies and luminous red galaxies to emission-line galaxies, and high-redshift (2 < z < 5.5) Lyman-break galaxies. Using Fisher forecasts, we demonstrate that MUST can address fundamental questions in cosmology, including the nature of dark energy, tests of gravity theories, and investigations into primordial physics. This is the first paper in the series of science white papers for MUST, with subsequent developments focusing on additional scientific cases such as galaxy and quasar evolution, Milky Way physics, and dynamic phenomena in the time-domain Universe.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript is the first in a series of science white papers for the MUltiplexed Survey Telescope (MUST), a 6.5 m telescope for highly multiplexed spectroscopic surveys. It describes the instrument (20,000+ simultaneous targets in a ~5 deg² FOV), presents an initial conceptual target selection algorithm spanning local galaxies to z~5.5 Lyman-break galaxies with the goal of >100 million objects, and invokes Fisher forecasts to argue that the survey can address dark energy, gravity tests, and primordial physics.
Significance. If the survey specifications are realized, the resulting Stage-V LSS dataset would be a major resource for cosmology. The white paper usefully motivates the project and identifies broad science drivers, but the forecasts remain high-level and conditional on unvalidated performance assumptions.
major comments (2)
- [target selection algorithm description (abstract and associated section)] The abstract and target-selection section present only an 'initial conceptual target selection algorithm' for LRGs, ELGs, LBGs, etc., yet the Fisher forecasts that underpin the central cosmological claims assume the survey will deliver the required number densities, redshift coverage (0<z<5.5), and sample purity. No completeness/purity metrics, end-to-end simulations, fiber-assignment studies, or redshift-success-rate estimates are reported to support these inputs.
- [Fisher forecasts discussion] The Fisher-forecast results cited to demonstrate constraints on dark energy, modified gravity, and primordial physics are referenced without quantitative details on the assumed survey parameters, covariance model, fiducial cosmology, or validation against mocks. This renders the forecasted constraints difficult to assess for robustness.
minor comments (1)
- [abstract] Clarify in the abstract and introduction that all cosmological forecasts are conditional on the target-selection algorithm meeting its (currently unquantified) performance goals.
Simulated Author's Rebuttal
We thank the referee for their constructive comments on the MUST science white paper. We respond to each major comment below, clarifying the scope of this overview paper while proposing targeted revisions to improve transparency.
read point-by-point responses
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Referee: The abstract and target-selection section present only an 'initial conceptual target selection algorithm' for LRGs, ELGs, LBGs, etc., yet the Fisher forecasts that underpin the central cosmological claims assume the survey will deliver the required number densities, redshift coverage (0<z<5.5), and sample purity. No completeness/purity metrics, end-to-end simulations, fiber-assignment studies, or redshift-success-rate estimates are reported to support these inputs.
Authors: We agree that the target selection is presented as an initial conceptual algorithm and that the Fisher forecasts rely on the number densities and redshift ranges derived from it. This manuscript is the first in a series and serves as an overview to motivate the project and identify broad science drivers; the forecasts are intended to illustrate potential reach rather than deliver finalized predictions. Detailed completeness/purity metrics, end-to-end simulations, fiber-assignment studies, and success-rate estimates are beyond the scope of this paper and will be developed in subsequent papers. We will revise the text to explicitly note that the forecasts are illustrative and conditional on achieving the assumed performance, and we will add a short paragraph summarizing the key assumptions used to derive the target densities. revision: partial
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Referee: The Fisher-forecast results cited to demonstrate constraints on dark energy, modified gravity, and primordial physics are referenced without quantitative details on the assumed survey parameters, covariance model, fiducial cosmology, or validation against mocks. This renders the forecasted constraints difficult to assess for robustness.
Authors: The manuscript provides the primary survey parameters (target numbers, field of view, redshift range) in the main text, but we acknowledge that further quantitative details on the covariance model, fiducial cosmology, and any mock validation would improve assessability. We will revise the Fisher-forecast section to include a concise summary of the key assumptions, such as the fiducial cosmology and basic covariance treatment, presented in a table or dedicated paragraph. Full validation against mocks lies outside the scope of this overview white paper and is reserved for follow-up studies. revision: yes
Circularity Check
No significant circularity; forecasts are forward calculations from design assumptions
full rationale
The paper presents a conceptual target selection algorithm whose outputs (number densities, redshift coverage) serve as inputs to standard Fisher-matrix forecasts. This is a conventional forward prediction exercise and does not reduce any claimed result to its own inputs by construction. No self-definitional equations, fitted-inputs-renamed-as-predictions, or load-bearing self-citation chains appear in the derivation chain. The central claims remain independent of any circular reduction.
Axiom & Free-Parameter Ledger
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Reference graph
Works this paper leans on
- [1]
- [2]
-
[3]
C. L. Bennett , D. Larson , J. L. Weiland et al., 208, 20 (2013), arXiv: 1212.5225
work page internal anchor Pith review Pith/arXiv arXiv 2013
-
[4]
Planck 2018 results. VI. Cosmological parameters
Planck Collaboration , N. Aghanim , Y. Akrami et al., 641, A6 (2020), arXiv: 1807.06209
work page internal anchor Pith review Pith/arXiv arXiv 2020
-
[5]
The Pantheon+ Analysis: The Full Dataset and Light-Curve Release
D. Scolnic , D. Brout , A. Carr et al., 938, 113 (2022), arXiv: 2112.03863
work page internal anchor Pith review Pith/arXiv arXiv 2022
-
[6]
Improved cosmological constraints from a joint analysis of the SDSS-II and SNLS supernova samples
M. Betoule , R. Kessler , J. Guy et al., 568, A22 (2014), arXiv: 1401.4064
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[7]
DES Collaboration , T. M. C. Abbott , M. Acevedo et al., arXiv e-prints 973, arXiv:2401.02929 (2024), arXiv: 2401.02929
work page internal anchor Pith review Pith/arXiv arXiv 2024
-
[8]
T. M. C. Abbott , M. Aguena , A. Alarcon et al., 105, 023520 (2022), arXiv: 2105.13549
work page internal anchor Pith review Pith/arXiv arXiv 2022
-
[9]
C. Heymans , T. Tr \"o ster , M. Asgari et al., 646, A140 (2021), arXiv: 2007.15632
-
[10]
S. Alam , M. Aubert , S. Avila et al., 103, 083533 (2021), arXiv: 2007.08991
work page internal anchor Pith review Pith/arXiv arXiv 2021
-
[11]
Overview of the Instrumentation for the Dark Energy Spectroscopic Instrument
DESI Collaboration , B. Abareshi , J. Aguilar et al., 164, 207 (2022), arXiv: 2205.10939
work page internal anchor Pith review Pith/arXiv arXiv 2022
-
[12]
D. J. Eisenstein , I. Zehavi , D. W. Hogg et al., 633, 560 (2005), arXiv: astro-ph/0501171
work page internal anchor Pith review Pith/arXiv arXiv 2005
- [13]
-
[14]
DESI Collaboration , A. G. Adame , J. Aguilar et al., arXiv e-prints arXiv:2404.03000 (2024), arXiv: 2404.03000
work page internal anchor Pith review Pith/arXiv arXiv 2024
-
[15]
Report of the Dark Energy Task Force
A. Albrecht , G. Bernstein , R. Cahn et al., arXiv e-prints astro-ph/0609591 (2006), arXiv: astro-ph/0609591
work page internal anchor Pith review Pith/arXiv arXiv 2006
-
[16]
N. Sailer , E. Castorina , S. Ferraro , and M. White , 2021, 049 (2021), arXiv: 2106.09713
-
[17]
2021, Chinese Science Bulletin, 66, 1290, doi: 10.1360/TB-2021-0016
H. Zhan, Chinese Sci. Bull. 66, 1290 (2021), ://www.sciengine.com/10.1360/TB-2021-0016
-
[18]
Euclid Collaboration , Y. Mellier , Abdurro'uf et al., arXiv e-prints arXiv:2405.13491 (2024), arXiv: 2405.13491
-
[19]
Wide-Field InfraRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA Final Report
D. Spergel , N. Gehrels , J. Breckinridge et al., arXiv e-prints arXiv:1305.5422 (2013), arXiv: 1305.5422
work page internal anchor Pith review Pith/arXiv arXiv 2013
-
[20]
LSST: from Science Drivers to Reference Design and Anticipated Data Products
Z . Ivezi \'c , S. M. Kahn , J. A. Tyson et al., 873, 111 (2019), arXiv: 0805.2366
work page internal anchor Pith review Pith/arXiv arXiv 2019
-
[21]
V. Ruhlmann-Kleider , C. Y \`e che , C. Magneville et al., 2024, 059 (2024), arXiv: 2404.03569
-
[22]
C. Payerne , W. d'Assignies Doumerg , C. Y \`e che et al., arXiv e-prints arXiv:2410.08062 (2024), arXiv: 2410.08062
-
[23]
J. McCullough , D. Gruen , A. Amon et al., 531, 2582 (2024), arXiv: 2309.13109
-
[24]
S. Samuroff , R. Mandelbaum , J. Blazek et al., 524, 2195 (2023), arXiv: 2212.11319
-
[25]
C. Lamman , D. Eisenstein , J. N. Aguilar et al., 522, 117 (2023), arXiv: 2209.03949
-
[26]
R. C. Wolf , C. B. D'Andrea , R. R. Gupta et al., 821, 115 (2016), arXiv: 1602.02674
work page internal anchor Pith review Pith/arXiv arXiv 2016
- [27]
-
[28]
Are peculiar velocity surveys competitive as a cosmological probe?
J. Koda , C. Blake , T. Davis et al., 445, 4267 (2014), arXiv: 1312.1022
work page internal anchor Pith review Pith/arXiv arXiv 2014
-
[29]
Said et al., DESI Peculiar Velocity Survey – Funda- mental Plane (2024), 2408.13842
K. Said , C. Howlett , T. Davis et al., arXiv e-prints arXiv:2408.13842 (2024), arXiv: 2408.13842
-
[30]
E. Kitanidis and M. White , 501, 6181 (2021), arXiv: 2010.04698
-
[31]
J. Myles, A. Alarcon, A. Amon et al., 505, 4249 (2021), arXiv: 2012.08566 , ://dx.doi.org/10.1093/mnras/stab1515
- [32]
- [33]
-
[34]
S. Chen , J. DeRose , R. Zhou et al., arXiv e-prints arXiv:2407.04795 (2024), arXiv: 2407.04795
- [35]
- [36]
- [37]
- [38]
-
[39]
G. A. Blanc , J. H. Silber , S. Smee et al., in Ground-based and Airborne Telescopes IX, (edited by H. K. Marshall , J. Spyromilio , and T. Usuda ), volume 12182 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 1218230 (2022)
work page 2022
-
[40]
Asai et al., arXiv:2407.19176 [hep-ex]
S. Asai , A. Ballarino , T. Bose et al., arXiv e-prints arXiv:2407.19176 (2024), arXiv: 2407.19176
-
[41]
A. Sheinis , S. C. Barden , and J. Sobeck , Astronomische Nachrichten 344, e20230108 (2023), arXiv: 2307.07667
-
[42]
V. Mainieri , R. I. Anderson , J. Brinchmann et al., arXiv e-prints arXiv:2403.05398 (2024), arXiv: 2403.05398
- [43]
- [44]
-
[45]
arXiv , author =:1808.04493 , keywords =
N. Galitzki , A. Ali , K. S. Arnold et al., in Millimeter, Submillimeter, and Far-Infrared Detectors and Instrumentation for Astronomy IX, (edited by J. Zmuidzinas and J.-R. Gao ), volume 10708 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 1070804 (2018), arXiv: 1808.04493
-
[46]
K. N. Abazajian , P. Adshead , Z. Ahmed et al., arXiv e-prints arXiv:1610.02743 (2016), arXiv: 1610.02743
work page internal anchor Pith review Pith/arXiv arXiv 2016
- [47]
- [48]
-
[49]
J. B. Oke and J. E. Gunn , 266, 713 (1983)
work page 1983
- [50]
-
[51]
G. Marchiori , S. De Lorenzi , L. Ghedin et al., in Ground-based and Airborne Telescopes X, (edited by H. K. Marshall , J. Spyromilio , and T. Usuda ), volume 13094 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 1309439 (2024)
work page 2024
-
[52]
P. Li , Z. Wang , S. Huang et al., Optics Express 32, 20931 (2024)
work page 2024
- [53]
-
[54]
G. Smith , J. Brzeski , S. Miziarski , P. R. Gillingham , A. Moore , and A. McGrath , in Astronomical Structures and Mechanisms Technology, (edited by J. Antebi and D. Lemke ), volume 5495 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 348--359 (2004)
work page 2004
-
[55]
M. Akiyama , S. Smedley , P. Gillingham et al., in Advanced Optical and Mechanical Technologies in Telescopes and Instrumentation, (edited by E. Atad-Ettedgui and D. Lemke ), volume 7018 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 70182V (2008)
work page 2008
-
[56]
N. F. Staszak , J. Lawrence , D. M. Brown et al., in Advances in Optical and Mechanical Technologies for Telescopes and Instrumentation II, (edited by R. Navarro and J. H. Burge ), volume 9912 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 99121W (2016)
work page 2016
-
[57]
J. Brzeski , G. Baker , S. Baker et al., in Ground-based and Airborne Instrumentation for Astronomy VII, (edited by C. J. Evans , L. Simard , and H. Takami ), volume 10702 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 1070279 (2018)
work page 2018
-
[58]
M. Schubnell , J. Ameel , R. W. Besuner et al., in Ground-based and Airborne Instrumentation for Astronomy VI, (edited by C. J. Evans , L. Simard , and H. Takami ), volume 9908 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 990892 (2016)
work page 2016
-
[59]
M. Rombach , X. Xu , R. Araujo et al., in Ground-based and Airborne Instrumentation for Astronomy X, (edited by J. J. Bryant , K. Motohara , and J. R. D. Vernet ), volume 13096 of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, 130969V (2024)
work page 2024
- [60]
-
[61]
R. Besuner , A. Dey , A. Drlica-Wagner et al., arXiv e-prints arXiv:2503.07923 (2025), arXiv: 2503.07923
- [62]
- [63]
- [64]
-
[65]
Planck 2018 results. V. CMB power spectra and likelihoods
Planck Collaboration , N. Aghanim , Y. Akrami et al., 641, A5 (2020), arXiv: 1907.12875
work page internal anchor Pith review Pith/arXiv arXiv 2020
-
[66]
A. G. Riess , A. V. Filippenko , P. Challis et al., 116, 1009 (1998), arXiv: astro-ph/9805201
work page internal anchor Pith review Pith/arXiv arXiv 1998
-
[67]
Measurements of Omega and Lambda from 42 High-Redshift Supernovae
S. Perlmutter , G. Aldering , G. Goldhaber et al., 517, 565 (1999), arXiv: astro-ph/9812133
work page internal anchor Pith review Pith/arXiv arXiv 1999
-
[68]
S. M. Carroll , W. H. Press , and E. L. Turner , 30, 499 (1992)
work page 1992
-
[69]
Challenges for $\Lambda$CDM: An update
L. Perivolaropoulos and F. Skara , 95, 101659 (2022), arXiv: 2105.05208
work page internal anchor Pith review Pith/arXiv arXiv 2022
-
[70]
E. J. Copeland , M. Sami , and S. Tsujikawa , International Journal of Modern Physics D 15, 1753 (2006), arXiv: hep-th/0603057
work page internal anchor Pith review Pith/arXiv arXiv 2006
-
[71]
Accelerating Universes with Scaling Dark Matter
M. Chevallier and D. Polarski , International Journal of Modern Physics D 10, 213 (2001), arXiv: gr-qc/0009008
work page internal anchor Pith review Pith/arXiv arXiv 2001
-
[72]
E. V. Linder , 90, 091301 (2003), arXiv: astro-ph/0208512
work page internal anchor Pith review Pith/arXiv arXiv 2003
-
[73]
D. J. Eisenstein and W. Hu , 496, 605 (1998), arXiv: astro-ph/9709112
work page internal anchor Pith review Pith/arXiv arXiv 1998
- [74]
- [75]
-
[76]
S. Cole , W. J. Percival , J. A. Peacock et al., 362, 505 (2005), arXiv: astro-ph/0501174
work page internal anchor Pith review Pith/arXiv arXiv 2005
-
[77]
DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints
DESI Collaboration , M. Abdul-Karim , J. Aguilar et al., arXiv e-prints arXiv:2503.14738 (2025), arXiv: 2503.14738
work page internal anchor Pith review Pith/arXiv arXiv 2025
-
[78]
DESI Collaboration , A. G. Adame , J. Aguilar et al., arXiv e-prints arXiv:2404.03002 (2024), arXiv: 2404.03002
work page internal anchor Pith review Pith/arXiv arXiv 2024
- [79]
-
[80]
Huterer , 31, 2 (2023), arXiv: 2212.05003
D. Huterer , 31, 2 (2023), arXiv: 2212.05003
discussion (0)
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