欧几里德准备工作。第二十八篇：关于十种不同高阶弱引力透镜统计量的预测
摘要：高阶弱引力微扰(HOWLS)项目的目标是评估、比较和结合十种不同的高阶统计量在一套常规设置的“欧几里德(Euclid)”模拟数据上的约束能力。在HOWLS系列的第一篇论文中，我们计算了非层析（Ω_mm，σ_8）的费歇信息，包括单点概率分布函数、峰值计数、明可夫斯基函数、Betti数、持久同调Betti数和热图、散射变换系数，并将其与剪切和收敛的两点相关函数进行比较，不考虑任何系统偏差。我们还对三种高阶矩的预测进行了评估，但由于这些统计量的高斯似然假设不适用，因此无法得到可靠的解释。我们发现，单独考虑时，每个高阶统计量在预测精度方面比两点统计量提高了约两倍，不同统计量和宇宙学参数之间存在一些变化。当结合所有高阶统计量时，这个改进增加到了4.5倍，凸显了高阶统计量在与“欧几里德”进行宇宙剪切分析时的巨大潜力。本分析所使用的数据已与论文一同公开发布。
作者：Euclid Collaboration: V. Ajani (1 and 2), M. Baldi (3 and 4 and 5), A. Barthelemy (6), A. Boyle (7), P. Burger (8), V. F. Cardone (9 and 10), S. Cheng (11), S. Codis (7), C. Giocoli (4 and 5), J. Harnois-D''eraps (12), S. Heydenreich (8), V. Kansal (7), M. Kilbinger (1), L. Linke (8), C. Llinares (13 and 14), N. Martinet (15), C. Parroni (10), A. Peel (16), S. Pires (7), L. Porth (8), I. Tereno (13 and 14), C. Uhlemann (12), M. Vicinanza (10), S. Vinciguerra (17), N. Aghanim (18), N. Auricchio (4), D. Bonino (19), E. Branchini (20 and 21), M. Brescia (22), J. Brinchmann (23), S. Camera (24 and 25 and 19), V. Capobianco (19), C. Carbone (26), J. Carretero (27 and 28), F. J. Castander (29 and 30), M. Castellano (10), S. Cavuoti (31 and 32), A. Cimatti (33), R. Cledassou (34 and 35), G. Congedo (36), C. J. Conselice (37), L. Conversi (38 and 39), L. Corcione (19), F. Courbin (16), M. Cropper (40), A. Da Silva (13 and 41), H. Degaudenzi (42), A. M. Di Giorgio (43), J. Dinis (41 and 13), M. Douspis (18), F. Dubath (42), X. Dupac (38), S. Farrens (1), S. Ferriol (44), P. Fosalba (30 and 29), M. Frailis (45), E. Franceschi (4), S. Galeotta (45), B. Garilli (26), B. Gillis (36), A. Grazian (46), F. Grupp (47 and 48), H. Hoekstra (49), W. Holmes (50), A. Hornstrup (51 and 52), P. Hudelot (53), K. Jahnke (54), M. Jhabvala (55), M. K"ummel (48), T. Kitching (40), M. Kunz (56), H. Kurki-Suonio (57 and 58), P. B. Lilje (59), I. Lloro (60), E. Maiorano (4), O. Mansutti (45), O. Marggraf (8), K. Markovic (50), F. Marulli (3 and 4 and 5), R. Massey (61), S. Mei (62), Y. Mellier (63 and 53), M. Meneghetti (4 and 5), M. Moresco (3 and 4), L. Moscardini (3 and 4 and 5), S.-M. Niemi (64), J. Nightingale (61), T. Nutma (49 and 65), C. Padilla (27), S. Paltani (42), K. Pedersen (66), V. Pettorino (1), G. Polenta (67), M. Poncet (34), L. A. Popa (68), F. Raison (47), A. Renzi (69 and 70), J. Rhodes (50), G. Riccio (31), E. Romelli (45), M. Roncarelli (4), E. Rossetti (71), R. Saglia (48 and 47), D. Sapone (72), B. Sartoris (48 and 45), P. Schneider (8), T. Schrabback (73 and 8), A. Secroun (74), G. Seidel (54), S. Serrano (30 and 75), C. Sirignano (69 and 70), L. Stanco (70), J.-L. Starck (7), P. Tallada-Cresp''i (76 and 28), A. N. Taylor (36), R. Toledo-Moreo (77), F. Torradeflot (76 and 28), I. Tutusaus (78), E. A. Valentijn (65), L. Valenziano (4 and 5), T. Vassallo (45), Y. Wang (79), J. Weller (48 and 47), G. Zamorani (4), J. Zoubian (74), S. Andreon (80), S. Bardelli (4), A. Boucaud (62), E. Bozzo (42), C. Colodro-Conde (81), D. Di Ferdinando (5), G. Fabbian (82 and 83), M. Farina (43), J. Graci''a-Carpio (47), E. Keih"anen (84), V. Lindholm (57 and 58), D. Maino (85 and 26 and 86), N. Mauri (33 and 5), C. Neissner (27), M. Schirmer (54), V. Scottez (53 and 87), E. Zucca (4), Y. Akrami (88 and 89 and 90 and 91 and 92), C. Baccigalupi (93 and 94 and 45 and 95), A. Balaguera-Antol''inez (81 and 96), M. Ballardini (97 and 98 and 4), F. Bernardeau (99 and 63), A. Biviano (45 and 94), A. Blanchard (78), S. Borgani (45 and 100 and 95 and 94), A. S. Borlaff (101), C. Burigana (97 and 102 and 103), R. Cabanac (78), A. Cappi (4 and 104), C. S. Carvalho (14), S. Casas (105), G. Castignani (3 and 4), T. Castro (45 and 95 and 94), K. C. Chambers (106), A. R. Cooray (107), J. Coupon (42), H. M. Courtois (108), S. Davini (109), S. de la Torre (15), G. De Lucia (45), G. Desprez (42 and 110), H. Dole (18), J. A. Escartin (47), S. Escoffier (74), I. Ferrero (59), F. Finelli (4 and 103), K. Ganga (62), J. Garcia-Bellido (88), K. George (6), F. Giacomini (5), G. Gozaliasl (57), H. Hildebrandt (111), A. Jimenez Mu~noz (112), B. Joachimi (113), J. J. E. Kajava (114), C. C. Kirkpatrick (84), L. Legrand (56), A. Loureiro (36 and 92), M. Magliocchetti (43), R. Maoli (17 and 10), S. Marcin (115), M. Martinelli (10 and 9), C. J. A. P. Martins (116 and 23), S. Matthew (36), L. Maurin (18), R. B. Metcalf (3 and 4), P. Monaco (100 and 45 and 95 and 94), G. Morgante (4), S. Nadathur (117), A. A. Nucita (118 and 119 and 120), V. Popa (68), D. Potter (121), A. Pourtsidou (36 and 122), M. P"ontinen (57), P. Reimberg (53), A. G. S''anchez (47), Z. Sakr (123 and 124 and 78), A. Schneider (121), E. Sefusatti (45 and 95 and 94), M. Sereno (4 and 5), A. Shulevski (49 and 65), A. Spurio Mancini (40), J. Steinwagner (47), R. Teyssier (125), J. Valiviita (57 and 58), A. Veropalumbo (85), M. Viel (93 and 94 and 45 and 95), I. A. Zinchenko (48) ((1) Universit''e Paris-Saclay, Universit''e Paris Cit''e, CEA, CNRS, Astrophysique, Instrumentation et Mod''elisation Paris-Saclay, 91191 Gif-sur-Yvette, France, (2) Institute for Particle Physics and Astrophysics, Dept. of Physics, ETH Zurich, Wolfgang-Pauli-Strasse 27, 8093 Zurich, Switzerland, (3) Dipartimento di Fisica e Astronomia "Augusto Righi" - Alma Mater Studiorum Universit`a di Bologna, via Piero Gobetti 93/2, 40129 Bologna, Italy, (4) INAF-Osservatorio di Astrofisica e Scienza dello Spazio di Bologna, Via Piero Gobetti 93/3, 40129 Bologna, Italy, (5) INFN-Sezione di Bologna, Viale Berti Pichat 6/2, 40127 Bologna, Italy, (6) University Observatory, Faculty of Physics, Ludwig-Maximilians-Universit"at, Scheinerstr. 1, 81679 Munich, Germany, (7) AIM, CEA, CNRS, Universit''e Paris-Saclay, Universit''e de Paris, 91191 Gif-sur-Yvette, France, (8) Argelander-Institut f"ur Astronomie, Universit"at Bonn, Auf dem H"ugel 71, 53121 Bonn, Germany, (9) INFN-Sezione di Roma, Piazzale Aldo Moro, 2 - c/o Dipartimento di Fisica, Edificio G. Marconi, 00185 Roma, Italy, (10) INAF-Osservatorio Astronomico di Roma, Via Frascati 33, 00078 Monteporzio Catone, Italy, (11) Johns Hopkins University 3400 North Charles Street Baltimore, MD 21218, USA, (12) School of Mathematics, Statistics and Physics, Newcastle University, Herschel Building, Newcastle-upon-Tyne, NE1 7RU, UK, (13) Departamento de F''isica, Faculdade de Ci^encias, Universidade de Lisboa, Edif''icio C8, Campo Grande, PT1749-016 Lisboa, Portugal, (14) Instituto de Astrof''isica e Ci^encias do Espac{c}o, Faculdade de Ci^encias, Universidade de Lisboa, Tapada da Ajuda, 1349-018 Lisboa, Portugal, (15) Aix-Marseille Universit''e, CNRS, CNES, LAM, Marseille, France, (16) Institute of Physics, Laboratory of Astrophysics, Ecole Polytechnique F''ed''erale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, Switzerland, (17) Dipartimento di Fisica, Sapienza Universit`a di Roma, Piazzale Aldo Moro 2, 00185 Roma, Italy, (18) Universit''e Paris-Saclay, CNRS, Institut d'astrophysique spatiale, 91405, Orsay, France, (19) INAF-Osservatorio Astrofisico di Torino, Via Osservatorio 20, 10025 Pino Torinese (TO), Italy, (20) Dipartimento di Fisica, Universit`a di Genova, Via Dodecaneso 33, 16146, Genova, Italy, (21) INFN-Sezione di Roma Tre, Via della Vasca Navale 84, 00146, Roma, Italy, (22) Department of Physics "E. Pancini", University Federico II, Via Cinthia 6, 80126, Napoli, Italy, (23) Instituto de Astrof''isica e Ci^encias do Espac{c}o, Universidade do Porto, CAUP, Rua das Estrelas, PT4150-762 Porto, Portugal, (24) Dipartimento di Fisica, Universit''a degli Studi di Torino, Via P. Giuria 1, 10125 Torino, Italy, (25) INFN-Sezione di Torino, Via P. Giuria 1, 10125 Torino, Italy, (26) INAF-IASF Milano, Via Alfonso Corti 12, 20133 Milano, Italy, (27) Institut de F''isica d'Altes Energies (IFAE), The Barcelona Institute of Science and Technology, Campus UAB, 08193 Bellaterra (Barcelona), Spain, (28) Port d'Informaci''o Cient''ifica, Campus UAB, C. Albareda s/n, 08193 Bellaterra (Barcelona), Spain, (29) Institut d'Estudis Espacials de Catalunya (IEEC), Carrer Gran Capit''a 2-4, 08034 Barcelona, Spain, (30) Institute of Space Sciences (ICE, CSIC), Campus UAB, Carrer de Can Magrans, s/n, 08193 Barcelona, Spain, (31) INAF-Osservatorio Astronomico di Capodimonte, Via Moiariello 16, 80131 Napoli, Italy, (32) INFN section of Naples, Via Cinthia 6, 80126, Napoli, Italy, (33) Dipartimento di Fisica e Astronomia "Augusto Righi" - Alma Mater Studiorum Universit''a di Bologna, Viale Berti Pichat 6/2, 40127 Bologna, Italy, (34) Centre National d'Etudes Spatiales, Toulouse, France, (35) Institut national de physique nucl''eaire et de physique des particules, 3 rue Michel-Ange, 75794 Paris C''edex 16, France, (36) Institute for Astronomy, University of Edinburgh, Royal Observatory, Blackford Hill, Edinburgh EH9 3HJ, UK, (37) Jodrell Bank Centre for Astrophysics, Department of Physics and Astronomy, University of Manchester, Oxford Road, Manchester M13 9PL, UK, (38) ESAC/ESA, Camino Bajo del Castillo, s/n., Urb. Villafranca del Castillo, 28692 Villanueva de la Ca~nada, Madrid, Spain, (39) European Space Agency/ESRIN, Largo Galileo Galilei 1, 00044 Frascati, Roma, Italy, (40) Mullard Space Science Laboratory, University College London, Holmbury St Mary, Dorking, Surrey RH5 6NT, UK, (41) Instituto de Astrof''isica e Ci^encias do Espac{c}o, Faculdade de Ci^encias, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal, (42) Department of Astronomy, University of Geneva, ch. d'Ecogia 16, 1290 Versoix, Switzerland, (43) INAF-Istituto di Astrofisica e Planetologia Spaziali, via del Fosso del Cavaliere, 100, 00100 Roma, Italy, (44) Univ Lyon, Univ Claude Bernard Lyon 1, CNRS/IN2P3, IP2I Lyon, UMR 5822, 69622, Villeurbanne, France, (45) INAF-Osservatorio Astronomico di Trieste, Via G. B. Tiepolo 11, 34143 Trieste, Italy, (46) INAF-Osservatorio Astronomico di Padova, Via dell'Osservatorio 5, 35122 Padova, Italy, (47) Max Planck Institute for Extraterrestrial Physics, Giessenbachstr. 1, 85748 Garching, Germany, (48) Universit"ats-Sternwarte M"unchen, Fakult"at f"ur Physik, Ludwig-Maximilians-Universit"at M"unchen, Scheinerstrasse 1, 81679 M"unchen, Germany, (49) Leiden Observatory, Leiden University, Niels Bohrweg 2, 2333 CA Leiden, The Netherlands, (50) Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, Pasadena, CA, 91109, USA, (51) Technical University of Denmark, Elektrovej 327, 2800 Kgs. Lyngby, Denmark, (52) Cosmic Dawn Center (DAWN), Denmark, (53) Institut d'Astrophysique de Paris, 98bis Boulevard Arago, 75014, Paris, France, (54) Max-Planck-Institut f"ur Astronomie, K"onigstuhl 17, 69117 Heidelberg, Germany, (55) NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA, (56) Universit''e de Gen`eve, D''epartement de Physique Th''eorique and Centre for Astroparticle Physics, 24 quai Ernest-Ansermet, CH-1211 Gen`eve 4, Switzerland, (57) Department of Physics, P.O. Box 64, 00014 University of Helsinki, Finland, (58) Helsinki Institute of Physics, Gustaf H"allstr"omin katu 2, University of Helsinki, Helsinki, Finland, (59) Institute of Theoretical Astrophysics, University of Oslo, P.O. Box 1029 Blindern, 0315 Oslo, Norway, (60) NOVA optical infrared instrumentation group at ASTRON, Oude Hoogeveensedijk 4, 7991PD, Dwingeloo, The Netherlands, (61) Department of Physics, Institute for Computational Cosmology, Durham University, South Road, DH1 3LE, UK, (62) Universit''e Paris Cit''e, CNRS, Astroparticule et Cosmologie, 75013 Paris, France, (63) Institut d'Astrophysique de Paris, UMR 7095, CNRS, and Sorbonne Universit''e, 98 bis boulevard Arago, 75014 Paris, France, (64) European Space Agency/ESTEC, Keplerlaan 1, 2201 AZ Noordwijk, The Netherlands, (65) Kapteyn Astronomical Institute, University of Groningen, PO Box 800, 9700 AV Groningen, The Netherlands, (66) Department of Physics and Astronomy, University of Aarhus, Ny Munkegade 120, DK-8000 Aarhus C, Denmark, (67) Space Science Data Center, Italian Space Agency, via del Politecnico snc, 00133 Roma, Italy, (68) Institute of Space Science, Bucharest, 077125, Romania, (69) Dipartimento di Fisica e Astronomia "G.Galilei", Universit''a di Padova, Via Marzolo 8, 35131 Padova, Italy, (70) INFN-Padova, Via Marzolo 8, 35131 Padova, Italy, (71) Dipartimento di Fisica e Astronomia, Universit''a di Bologna, Via Gobetti 93/2, 40129 Bologna, Italy, (72) Departamento de F''isica, FCFM, Universidad de Chile, Blanco Encalada 2008, Santiago, Chile, (73) Institut f"ur Astro- und Teilchenphysik, Universit"at Innsbruck, Technikerstr. 25/8, 6020 Innsbruck, Austria, (74) Aix-Marseille Universit''e, CNRS/IN2P3, CPPM, Marseille, France, (75) Institut de Ciencies de l'Espai (IEEC-CSIC), Campus UAB, Carrer de Can Magrans, s/n Cerdanyola del Vall''es, 08193 Barcelona, Spain, (76) Centro de Investigaciones Energ''eticas, Medioambientales y Tecnol''ogicas (CIEMAT), Avenida Complutense 40, 28040 Madrid, Spain, (77) Universidad Polit''ecnica de Cartagena, Departamento de Electr''onica y Tecnolog''ia de Computadoras, 30202 Cartagena, Spain, (78) Institut de Recherche en Astrophysique et Plan''etologie (IRAP), Universit''e de Toulouse, CNRS, UPS, CNES, 14 Av. Edouard Belin, 31400 Toulouse, France, (79) Infrared Processing and Analysis Center, California Institute of Technology, Pasadena, CA 91125, USA, (80) INAF-Osservatorio Astronomico di Brera, Via Brera 28, 20122 Milano, Italy, (81) Instituto de Astrof''isica de Canarias, Calle V''ia L''actea s/n, 38204, San Crist''obal de La Laguna, Tenerife, Spain, (82) Center for Computational Astrophysics, Flatiron Institute, 162 5th Avenue, 10010, New York, NY, USA, (83) School of Physics and Astronomy, Cardiff University, The Parade, Cardiff, CF24 3AA, UK, (84) Department of Physics and Helsinki Institute of Physics, Gustaf H"allstr"omin katu 2, 00014 University of Helsinki, Finland, (85) Dipartimento di Fisica "Aldo Pontremoli", Universit''a degli Studi di Milano, Via Celoria 16, 20133 Milano, Italy, (86) INFN-Sezione di Milano, Via Celoria 16, 20133 Milano, Italy, (87) Junia, EPA department, 59000 Lille, France, (88) Instituto de F''isica Te''orica UAM-CSIC, Campus de Cantoblanco, 28049 Madrid, Spain, (89) CERCA/ISO, Department of Physics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA, (90) Laboratoire de Physique de l'''Ecole Normale Sup''erieure, ENS, Universit''e PSL, CNRS, Sorbonne Universit''e, 75005 Paris, France, (91) Observatoire de Paris, Universit''e PSL, Sorbonne Universit''e, LERMA, 750 Paris, France, (92) Astrophysics Group, Blackett Laboratory, Imperial College London, London SW7 2AZ, UK, (93) SISSA, International School for Advanced Studies, Via Bonomea 265, 34136 Trieste TS, Italy, (94) IFPU, Institute for Fundamental Physics of the Universe, via Beirut 2, 34151 Trieste, Italy, (95) INFN, Sezione di Trieste, Via Valerio 2, 34127 Trieste TS, Italy, (96) Departamento de Astrof''isica, Universidad de La Laguna, 38206, La Laguna, Tenerife, Spain, (97) Dipartimento di Fisica e Scienze della Terra, Universit''a degli Studi di Ferrara, Via Giuseppe Saragat 1, 44122 Ferrara, Italy, (98) Istituto Nazionale di Fisica Nucleare, Sezione di Ferrara, Via Giuseppe Saragat 1, 44122 Ferrara, Italy, (99) Institut de Physique Th''eorique, CEA, CNRS, Universit''e Paris-Saclay 91191 Gif-sur-Yvette Cedex, France, (100) Dipartimento di Fisica - Sezione di Astronomia, Universit''a di Trieste, Via Tiepolo 11, 34131 Trieste, Italy, (101) NASA Ames Research Center, Moffett Field, CA 94035, USA, (102) INAF, Istituto di Radioastronomia, Via Piero Gobetti 101, 40129 Bologna, Italy, (103) INFN-Bologna, Via Irnerio 46, 40126 Bologna, Italy, (104) Universit''e C^ote d'Azur, Observatoire de la C^ote d'Azur, CNRS, Laboratoire Lagrange, Bd de l'Observatoire, CS 34229, 06304 Nice cedex 4, France, (105) Institute for Theoretical Particle Physics and Cosmology (TTK), RWTH Aachen University, 52056 Aachen, Germany, (106) Institute for Astronomy, University of Hawaii, 2680 Woodlawn Drive, Honolulu, HI 96822, USA, (107) Department of Physics & Astronomy, University of California Irvine, Irvine CA 92697, USA, (108) University of Lyon, UCB Lyon 1, CNRS/IN2P3, IUF, IP2I Lyon, France, (109) INFN-Sezione di Genova, Via Dodecaneso 33, 16146, Genova, Italy, (110) Department of Astronomy & Physics and Institute for Computational Astrophysics, Saint Mary's University, 923 Robie Street, Halifax, Nova Scotia, B3H 3C3, Canada, (111) Ruhr University Bochum, Faculty of Physics and Astronomy, Astronomical Institute (AIRUB), German Centre for Cosmological Lensing (GCCL), 44780 Bochum, Germany, (112) Univ. Grenoble Alpes, CNRS, Grenoble INP, LPSC-IN2P3, 53, Avenue des Martyrs, 38000, Grenoble, France, (113) Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, UK, (114) Department of Physics and Astronomy, Vesilinnantie 5, 20014 University of Turku, Finland, (115) University of Applied Sciences and Arts of Northwestern Switzerland, School of Engineering, 5210 Windisch, Switzerland, (116) Centro de Astrof''isica da Universidade do Porto, Rua das Estrelas, 4150-762 Porto, Portugal, (117) Institute of Cosmology and Gravitation, University of Portsmouth, Portsmouth PO1 3FX, UK, (118) Department of Mathematics and Physics E. De Giorgi, University of Salento, Via per Arnesano, CP-I93, 73100, Lecce, Italy, (119) INFN, Sezione di Lecce, Via per Arnesano, CP-193, 73100, Lecce, Italy, (120) INAF-Sezione di Lecce, c/o Dipartimento Matematica e Fisica, Via per Arnesano, 73100, Lecce, Italy, (121) Institute for Computational Science, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland, (122) Higgs Centre for Theoretical Physics, School of Physics and Astronomy, The University of Edinburgh, Edinburgh EH9 3FD, UK, (123) Universit''e St Joseph, Faculty of Sciences, Beirut, Lebanon, (124) Institut f"ur Theoretische Physik, University of Heidelberg, Philosophenweg 16, 69120 Heidelberg, Germany, (125) Department of Astrophysical Sciences, Peyton Hall, Princeton University, Princeton, NJ 08544, USA)
论文ID：2301.12890
分类：Cosmology and Nongalactic Astrophysics
分类简称：astro-ph.CO
提交时间：2023-07-12