Pith. sign in

REVIEW 14 cited by

A Spectroscopic Road Map for Cosmic Frontier: DESI, DESI-II, Stage-5

Not yet reviewed by Pith; the record is open.

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2209.03585 v1 pith:JRB2Q2IK submitted 2022-09-08 astro-ph.CO hep-ex

A Spectroscopic Road Map for Cosmic Frontier: DESI, DESI-II, Stage-5

classification astro-ph.CO hep-ex
keywords desigalaxiesmappingspectroscopicwilldarkdesi-iiexperiments
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
0 comments
read the original abstract

In this white paper, we present an experimental road map for spectroscopic experiments beyond DESI. DESI will be a transformative cosmological survey in the 2020s, mapping 40 million galaxies and quasars and capturing a significant fraction of the available linear modes up to z=1.2. DESI-II will pilot observations of galaxies both at much higher densities and extending to higher redshifts. A Stage-5 experiment would build out those high-density and high-redshift observations, mapping hundreds of millions of stars and galaxies in three dimensions, to address the problems of inflation, dark energy, light relativistic species, and dark matter. These spectroscopic data will also complement the next generation of weak lensing, line intensity mapping and CMB experiments and allow them to reach their full potential.

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Forward citations

Cited by 14 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

  1. Clustering of high-redshift quasars with DESI DR2

    astro-ph.CO 2026-06 unverdicted novelty 7.0

    DESI DR2 quasar sample yields bias b_Q(z=2.48)=3.61 that evolves as b(z)=0.230[(1+z)^2-6.565]+2.394, consistent with constant ~10^12 M_sun halo mass and weak luminosity dependence at fixed redshift.

  2. Weak Lensing Spectrotomography: A1767 and A2065

    astro-ph.CO 2026-06 unverdicted novelty 7.0

    First spectrotomographic weak lensing measurements on A1767 and A2065 with HSC data yield shear signals consistent with dynamical masses.

  3. The 3D clustering of Lyman Alpha Emitters measured with DESI

    astro-ph.CO 2026-06 unverdicted novelty 6.0

    DESI LAE clustering measurements give a linear bias of 2.31-2.62 with constraints on radiative transfer effects and halo occupation from correlation functions and power spectra.

  4. Optimizing Deep Learning Photometric Redshifts for the Roman Space Telescope with HST/CANDELS

    astro-ph.IM 2026-02 unverdicted novelty 6.0

    PITA, a new semi-supervised deep learning algorithm, outperforms prior photo-z methods by using a triple-task loss on images, colors, and available redshifts to produce a smooth latent space.

  5. Probing the limits of cosmological information from the Lyman-$\alpha$ forest 2-point correlation functions

    astro-ph.CO 2025-09 unverdicted novelty 6.0

    Using idealized synthetic data, knowing the true continuum in Lyα forest auto- and cross-correlations reduces uncertainties on the AP parameter and Ω_m by ~10%, with extension to 240 h^{-1}Mpc scales adding up to ~15%...

  6. Optimization of Tessellation-based Statistics: Void Statistics

    astro-ph.CO 2026-06 unverdicted novelty 5.0

    Subsampling and averaging stabilizes Delaunay and Voronoi tessellation void statistics (VSF, VTCF, VPS), reducing scatters attributed to tessellation instabilities and boosting BAO signal-to-noise and cosmological con...

  7. Cooler Phases of the Circumgalactic Medium Are More Centrally Concentrated: Constraints from Multiphase Absorption Lines

    astro-ph.GA 2026-06 unverdicted novelty 5.0

    Multiphase CGM absorption in DESI data shows cooler ions (Ca II, Mg II) have steeper radial W profiles than C IV, with galaxy vs. quasar differences, consistent with simulations.

  8. Cooler Phases of the Circumgalactic Medium Are More Centrally Concentrated: Constraints from Multiphase Absorption Lines

    astro-ph.GA 2026-06 unverdicted novelty 5.0

    Cooler CGM phases traced by Ca II and Mg II exhibit steeper radial equivalent width profiles than the warmer C IV phase, with host-type differences and stellar-mass dependence.

  9. Unveiling Hidden Lyman Alpha Emitters in the DESI DR1 Data

    astro-ph.GA 2026-05 unverdicted novelty 5.0

    A CNN detects 19,685 LAEs at z=2-3.5 in DESI DR1 spectra with 95% purity and completeness.

  10. Constraining primordial non-Gaussianity from DESI DR1 quasars and Planck PR4 CMB Lensing

    astro-ph.CO 2025-12 unverdicted novelty 5.0

    Cross-correlation of DESI DR1 quasars with Planck PR4 CMB lensing constrains local f_NL to 2^{+28}_{-34} (p=1.6) or 6^{+20}_{-24} (p=1.0), tightening previous limits by 35%.

  11. From Large Telescopes to the MUltiplexed Survey Telescope (MUST)

    astro-ph.IM 2026-05 unverdicted novelty 4.0

    MUST is a new 6.5 m telescope designed to deliver simultaneous optical spectra for over 20,000 targets across a 5 deg² field, enabling the largest 3D spectroscopic map of the Universe with redshifts for more than 100 ...

  12. MUltiplexed Survey Telescope (MUST) Science White Paper I: Overview of Large-Scale Structure Cosmology in the Era of Stage-V Spectroscopic Surveys

    astro-ph.CO 2024-11 unverdicted novelty 4.0

    MUST is a planned 6.5m Stage-V spectroscopic survey telescope targeting 100M+ galaxies and quasars to z~5.5 for large-scale structure cosmology studies.

  13. Dissipative Cosmology and the Nature of Dark Energy: Insights from Bulk Viscosity with DESI DR2 observations

    astro-ph.CO 2026-06 unverdicted novelty 3.0

    Bulk viscous fluid models for dark energy yield improved fits to supernova, BAO, and CMB data over LambdaCDM, especially in the interacting non-minimal case.

  14. The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics

    astro-ph.CO 2025-04 accept novelty 2.0

    The CosmoVerse White Paper compiles observational tensions in cosmology and maps strategies using improved systematics checks and tests of fundamental physics to resolve them.