{"paper":{"title":"DESI DR1 Ly$\\alpha$ 1D power spectrum: The optimal estimator measurement","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"astro-ph.CO","authors_text":"A. Bault, A. Brodzeller, A. Cuceu, A. de la Macorra, A. Dey, A. Font-Ribera, A. Kremin, A. Meisner, B. A. Weaver, B. Dey, C. Hahn, C. Ravoux, C. Saulder, D. Bianchi, D. Brooks, D. Kirkby, D. Schlegel, D. Sprayberry, E. Armengaud, E. Gazta\\~naga, E. Sanchez, F. Prada, G. Gutierrez, G. Niz, G. Rossi, G. Tarl\\'e, H. K. Herrera-Alcantar, H. Seo, H. Zou, I. P\\'erez-R\\`afols, J. Aguilar, J. Chaves-Montero, J. E. Forero-Romero, J. Guy, Ji-Jia Tang, J. M. Le Goff, J. Yu, K. Honscheid, L. Le Guillou, Matthew M. Pieri, M. E. Levi, M. Ishak, M. Landriau, M. Manera, M. Schubnell, M. Siudek, M. Walther, N. G. Kara\\c{c}ayl{\\i}, N. Palanque-Delabrouille, P. Doel, P. Martini, P. Montero-Camacho, R. Kehoe, R. Miquel, R. Zhou, S. Ahlen, S. Bailey, S. Ferraro, S. Gontcho A Gontcho, S. Nadathur, T. Claybaugh, T. Tan, W. J. Percival, Z. Pan","submitted_at":"2025-05-12T18:15:46Z","abstract_excerpt":"The one-dimensional power spectrum $P_{\\mathrm{1D}}$ of Ly$\\alpha$ forest offers rich insights into cosmological and astrophysical parameters, including constraints on the sum of neutrino masses, warm dark matter models, and the thermal state of the intergalactic medium. We present the measurement of $P_{\\mathrm{1D}}$ using the optimal quadratic maximum likelihood estimator applied to over 300,000 Ly$\\alpha$ quasars from Data Release 1 (DR1) of the Dark Energy Spectroscopic Instrument (DESI) survey. This sample represents the largest to date for $P_{\\mathrm{1D}}$ measurements and is larger tha"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.07974","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2505.07974/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}