{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T12:13:48Z","timestamp":1770466428433,"version":"3.49.0"},"reference-count":59,"publisher":"Verein zur Forderung des Open Access Publizierens in den Quantenwissenschaften","license":[{"start":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T00:00:00Z","timestamp":1714435200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Italian ministry of university and research","award":["PRIN 2022-PNRR P202253RLY"],"award-info":[{"award-number":["PRIN 2022-PNRR P202253RLY"]}]}],"content-domain":{"domain":["quantum-journal.org"],"crossmark-restriction":false},"short-container-title":["Quantum"],"abstract":"<jats:p>Measurement-induced phase transition arises from the competition between a deterministic quantum evolution and a repeated measurement process. We explore the measurement-induced phase transition through the Quantum Fisher Information in two different metrological scenarios. We demonstrate through the scaling behavior of the quantum Fisher information the transition of the multi-partite entanglement across the phases. In analogy with standard quantum phase transition, we reveal signature of a measurement-induced phase transition in the non-analytic behaviour of the quantum Fisher information as the measurement strength approaches the critical value. Our results offer novel insights into the features of a quantum systems undergoing measurement-induced phase transition and indicate potential avenues for further exploration in the field of quantum physics.<\/jats:p>","DOI":"10.22331\/q-2024-04-30-1326","type":"journal-article","created":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T15:46:24Z","timestamp":1714491984000},"page":"1326","update-policy":"https:\/\/doi.org\/10.22331\/q-crossmark-policy-page","source":"Crossref","is-referenced-by-count":16,"title":["Metrology and multipartite entanglement in measurement-induced phase transition"],"prefix":"10.22331","volume":"8","author":[{"given":"Giovanni","family":"Di Fresco","sequence":"first","affiliation":[{"name":"Dipartimento di Fisica e Chimica ``Emilio Segr\u00e8\", Group of Interdisciplinary Theoretical Physics, Universit\u00e0 degli studi di Palermo, Viale delle Scienze, Ed. 18, I-90128 Palermo, Italy"}]},{"given":"Bernardo","family":"Spagnolo","sequence":"additional","affiliation":[{"name":"Dipartimento di Fisica e Chimica ``Emilio Segr\u00e8\", Group of Interdisciplinary Theoretical Physics, Universit\u00e0 degli studi di Palermo, Viale delle Scienze, Ed. 18, I-90128 Palermo, Italy"}]},{"given":"Davide","family":"Valenti","sequence":"additional","affiliation":[{"name":"Dipartimento di Fisica e Chimica ``Emilio Segr\u00e8\", Group of Interdisciplinary Theoretical Physics, Universit\u00e0 degli studi di Palermo, Viale delle Scienze, Ed. 18, I-90128 Palermo, Italy"}]},{"given":"Angelo","family":"Carollo","sequence":"additional","affiliation":[{"name":"Dipartimento di Fisica e Chimica ``Emilio Segr\u00e8\", Group of Interdisciplinary Theoretical Physics, Universit\u00e0 degli studi di Palermo, Viale delle Scienze, Ed. 18, I-90128 Palermo, Italy"}]}],"member":"9598","published-online":{"date-parts":[[2024,4,30]]},"reference":[{"key":"0","doi-asserted-by":"publisher","unstructured":"Davide Rossini and Ettore Vicari. ``Measurement-induced dynamics of many-body systems at quantum criticality&apos;&apos;. Phys. Rev. B 102, 035119 (2020).","DOI":"10.1103\/PhysRevB.102.035119"},{"key":"1","doi-asserted-by":"publisher","unstructured":"Xiangyu Cao, Antoine Tilloy, and Andrea De Luca. ``Entanglement in a fermion chain under continuous monitoring&apos;&apos;. SciPost Phys. 7, 024 (2019).","DOI":"10.21468\/SciPostPhys.7.2.024"},{"key":"2","doi-asserted-by":"publisher","unstructured":"O. Alberton, M. Buchhold, and S. Diehl. ``Entanglement transition in a monitored free-fermion chain: From extended criticality to area law&apos;&apos;. Phys. Rev. Lett. 126, 170602 (2021).","DOI":"10.1103\/PhysRevLett.126.170602"},{"key":"3","doi-asserted-by":"publisher","unstructured":"Alberto Biella and Marco Schir\u00f3. ``Many-body quantum Zeno effect and measurement-induced subradiance transition&apos;&apos;. Quantum 5, 528 (2021).","DOI":"10.22331\/q-2021-08-19-528"},{"key":"4","doi-asserted-by":"publisher","unstructured":"Xhek Turkeshi, Alberto Biella, Rosario Fazio, Marcello Dalmonte, and Marco Schir\u00f3. ``Measurement-induced entanglement transitions in the quantum Ising chain: From infinite to zero clicks&apos;&apos;. Phys. Rev. B 103, 224210 (2021).","DOI":"10.1103\/PhysRevB.103.224210"},{"key":"5","doi-asserted-by":"publisher","unstructured":"Xhek Turkeshi and Marco Schir\u00f3. ``Entanglement and correlation spreading in non-Hermitian spin chains&apos;&apos;. Phys. Rev. B 107, L020403 (2023).","DOI":"10.1103\/PhysRevB.107.L020403"},{"key":"6","doi-asserted-by":"publisher","unstructured":"Takaaki Minato, Koudai Sugimoto, Tomotaka Kuwahara, and Keiji Saito. ``Fate of measurement-induced phase transition in long-range interactions&apos;&apos;. Phys. Rev. Lett. 128, 010603 (2022).","DOI":"10.1103\/PhysRevLett.128.010603"},{"key":"7","doi-asserted-by":"publisher","unstructured":"Michael J. Gullans and David A. Huse. ``Dynamical purification phase transition induced by quantum measurements&apos;&apos;. Phys. Rev. X 10, 041020 (2020).","DOI":"10.1103\/PhysRevX.10.041020"},{"key":"8","doi-asserted-by":"publisher","unstructured":"Michael J. Gullans and David A. Huse. ``Scalable probes of measurement-induced criticality&apos;&apos;. Phys. Rev. Lett. 125, 070606 (2020).","DOI":"10.1103\/PhysRevLett.125.070606"},{"key":"9","doi-asserted-by":"publisher","unstructured":"Amos Chan, Rahul M. Nandkishore, Michael Pretko, and Graeme Smith. ``Unitary-projective entanglement dynamics&apos;&apos;. Phys. Rev. B 99, 224307 (2019).","DOI":"10.1103\/PhysRevB.99.224307"},{"key":"10","doi-asserted-by":"publisher","unstructured":"Brian Skinner, Jonathan Ruhman, and Adam Nahum. ``Measurement-induced phase transitions in the dynamics of entanglement&apos;&apos;. Phys. Rev. X 9, 031009 (2019).","DOI":"10.1103\/PhysRevX.9.031009"},{"key":"11","doi-asserted-by":"publisher","unstructured":"Adam Nahum, Sthitadhi Roy, Brian Skinner, and Jonathan Ruhman. ``Measurement and entanglement phase transitions in all-to-all quantum circuits, on quantum trees, and in Landau-Ginsburg theory&apos;&apos;. PRX Quantum 2, 010352 (2021).","DOI":"10.1103\/PRXQuantum.2.010352"},{"key":"12","doi-asserted-by":"publisher","unstructured":"Soonwon Choi, Yimu Bao, Xiao-Liang Qi, and Ehud Altman. ``Quantum error correction in scrambling dynamics and measurement-induced phase transition&apos;&apos;. Phys. Rev. Lett. 125, 030505 (2020).","DOI":"10.1103\/PhysRevLett.125.030505"},{"key":"13","doi-asserted-by":"publisher","unstructured":"Shengqi Sang, Yaodong Li, Tianci Zhou, Xiao Chen, Timothy H. Hsieh, and Matthew P.A. Fisher. ``Entanglement negativity at measurement-induced criticality&apos;&apos;. PRX Quantum 2, 030313 (2021).","DOI":"10.1103\/PRXQuantum.2.030313"},{"key":"14","doi-asserted-by":"publisher","unstructured":"Ali Lavasani, Yahya Alavirad, and Maissam Barkeshli. ``Measurement-induced topological entanglement transitions in symmetric random quantum circuits&apos;&apos;. Nature Physics 17, 342\u2013347 (2021). arXiv:2004.07243.","DOI":"10.1038\/s41567-020-01112-z"},{"key":"15","doi-asserted-by":"crossref","unstructured":"G. Mussardo, Ship Navigation, and Northern Sea Route. ``Statistical field theory : an introduction to exactly solved models in statistical physics&apos;&apos;. Page 755. Oxford University Press. (2010).","DOI":"10.1093\/oso\/9780199547586.001.0001"},{"key":"16","doi-asserted-by":"publisher","unstructured":"Paolo Zanardi, Matteo G A Paris, and Lorenzo Campos Venuti. ``Quantum criticality as a resource for quantum estimation&apos;&apos;. Phys. Rev. A 78, 042105 (2008).","DOI":"10.1103\/PhysRevA.78.042105"},{"key":"17","doi-asserted-by":"publisher","unstructured":"Carmen Invernizzi, Michael Korbman, Lorenzo Campos Venuti, and Matteo G. A. Paris. ``Optimal quantum estimation in spin systems at criticality&apos;&apos;. Phys. Rev. A 78, 042106 (2008).","DOI":"10.1103\/PhysRevA.78.042106"},{"key":"18","doi-asserted-by":"publisher","unstructured":"Mankei Tsang. ``Quantum transition-edge detectors&apos;&apos;. Phys. Rev. A 88, 021801 (2013).","DOI":"10.1103\/PhysRevA.88.021801"},{"key":"19","doi-asserted-by":"publisher","unstructured":"P. A. Ivanov and D. Porras. ``Adiabatic quantum metrology with strongly correlated quantum optical systems&apos;&apos;. Phys. Rev. A 88, 023803 (2013).","DOI":"10.1103\/PhysRevA.88.023803"},{"key":"20","doi-asserted-by":"publisher","unstructured":"M Bina, I Amelio, and M. G. A. Paris. ``Dicke coupling by feasible local measurements at the superradiant quantum phase transition&apos;&apos;. Phys. Rev. E 93, 052118 (2016).","DOI":"10.1103\/PhysRevE.93.052118"},{"key":"21","doi-asserted-by":"publisher","unstructured":"Ir\u00e9n\u00e9e Fr\u00e9rot and Tommaso Roscilde. ``Quantum critical metrology&apos;&apos;. Phys. Rev. Lett. 121, 020402 (2018).","DOI":"10.1103\/PhysRevLett.121.020402"},{"key":"22","doi-asserted-by":"publisher","unstructured":"Toni L. Heugel, Matteo Biondi, Oded Zilberberg, and R. Chitra. ``Quantum transducer using a parametric driven-dissipative phase transition&apos;&apos;. Phys. Rev. Lett. 123, 173601 (2019).","DOI":"10.1103\/PhysRevLett.123.173601"},{"key":"23","doi-asserted-by":"publisher","unstructured":"Louis Garbe, Matteo Bina, Arne Keller, Matteo G. A. Paris, and Simone Felicetti. ``Critical quantum metrology with a finite-component quantum phase transition&apos;&apos;. Phys. Rev. Lett. 124, 120504 (2020).","DOI":"10.1103\/PhysRevLett.124.120504"},{"key":"24","doi-asserted-by":"publisher","unstructured":"Peter A Ivanov. ``Steady-state force sensing with single trapped ion&apos;&apos;. Phys. Scr. 95, 025103 (2020).","DOI":"10.1088\/1402-4896\/ab444c"},{"key":"25","doi-asserted-by":"publisher","unstructured":"Victor Montenegro, Utkarsh Mishra, and Abolfazl Bayat. ``Global sensing and its impact for quantum many-body probes with criticality&apos;&apos;. Phys. Rev. Lett. 126, 200501 (2021).","DOI":"10.1103\/PhysRevLett.126.200501"},{"key":"26","doi-asserted-by":"publisher","unstructured":"Francesco Albarelli and Rafa\u0142 Demkowicz-Dobrza\u0144ski. ``Probe incompatibility in multiparameter noisy quantum metrology&apos;&apos;. Phys. Rev. X 12, 011039 (2022).","DOI":"10.1103\/PhysRevX.12.011039"},{"key":"27","unstructured":"R. Di Candia, F. Minganti, K. V. Petrovnin, G. S. Paraoanu, and S. Felicetti. ``Critical parametric quantum sensing&apos;&apos; (2021)."},{"key":"28","doi-asserted-by":"publisher","unstructured":"Giovanni Di Fresco, Bernardo Spagnolo, Davide Valenti, and Angelo Carollo. ``Multiparameter quantum critical metrology&apos;&apos;. SciPost Phys. 13, 077 (2022).","DOI":"10.21468\/SciPostPhys.13.4.077"},{"key":"29","doi-asserted-by":"publisher","unstructured":"Leonardo Banchi, Paolo Giorda, and Paolo Zanardi. ``Quantum information-geometry of dissipative quantum phase transitions&apos;&apos;. Phys. Rev. E 89, 022102 (2014).","DOI":"10.1103\/PhysRevE.89.022102"},{"key":"30","doi-asserted-by":"publisher","unstructured":"Angelo Carollo, Davide Valenti, and Bernardo Spagnolo. ``Geometry of quantum phase transitions&apos;&apos;. Phys. Rep. 838, 1\u201372 (2020).","DOI":"10.1016\/j.physrep.2019.11.002"},{"key":"31","doi-asserted-by":"publisher","unstructured":"Philipp Hyllus, Wies\u0142aw Laskowski, Roland Krischek, Christian Schwemmer, Witlef Wieczorek, Harald Weinfurter, Luca Pezz\u00e9, and Augusto Smerzi. ``Fisher information and multiparticle entanglement&apos;&apos;. Phys. Rev. A 85, 022321 (2012).","DOI":"10.1103\/PhysRevA.85.022321"},{"key":"32","doi-asserted-by":"publisher","unstructured":"G\u00e9za T\u00f3th. ``Multipartite entanglement and high-precision metrology&apos;&apos;. Phys. Rev. A 85, 022322 (2012).","DOI":"10.1103\/PhysRevA.85.022322"},{"key":"33","doi-asserted-by":"publisher","unstructured":"Helmut Strobel, Wolfgang Muessel, Daniel Linnemann, Tilman Zibold, David B. Hume, Luca Pezz\u00e8, Augusto Smerzi, and Markus K. Oberthaler. ``Fisher information and entanglement of non-Gaussian spin states&apos;&apos;. Science 345, 424\u2013427 (2014).","DOI":"10.1126\/science.1250147"},{"key":"34","doi-asserted-by":"publisher","unstructured":"Philipp Hauke, Markus Heyl, Luca Tagliacozzo, and Peter Zoller. ``Measuring multipartite entanglement through dynamic susceptibilities&apos;&apos;. Nature Physics 12, 778\u2013782 (2016).","DOI":"10.1038\/nphys3700"},{"key":"35","unstructured":"Carl W. Helstrom. ``Quantum detection and estimation theory&apos;&apos;. Academic Press. (1976)."},{"key":"36","doi-asserted-by":"publisher","unstructured":"Magdalena Szczykulska, Tillmann Baumgratz, and Animesh Datta. ``Multi-parameter quantum metrology&apos;&apos;. Adv. Phys. X 1, 621\u2013639 (2016).","DOI":"10.1080\/23746149.2016.1230476"},{"key":"37","doi-asserted-by":"publisher","unstructured":"Francesco Albarelli, Marco Barbieri, M.G. Genoni, and Ilaria Gianani. ``A perspective on multiparameter quantum metrology: From theoretical tools to applications in quantum imaging&apos;&apos;. Phys. Lett. A 384, 126311 (2020).","DOI":"10.1016\/j.physleta.2020.126311"},{"key":"38","doi-asserted-by":"publisher","unstructured":"Manuel A. Ballester. ``Entanglement is not very useful for estimating multiple phases&apos;&apos;. Phys. Rev. A 70, 032310 (2004).","DOI":"10.1103\/PhysRevA.70.032310"},{"key":"39","doi-asserted-by":"publisher","unstructured":"Cyril Vaneph, Tommaso Tufarelli, and Marco G. Genoni. ``Quantum estimation of a two-phase spin rotation&apos;&apos;. Quantum Meas. Quantum Metrol. 1, 12\u201320 (2013).","DOI":"10.2478\/qmetro-2013-0003"},{"key":"40","doi-asserted-by":"publisher","unstructured":"M. G. Genoni, M. G. A. Paris, G. Adesso, H. Nha, P. L. Knight, and M. S. Kim. ``Optimal estimation of joint parameters in phase space&apos;&apos;. Phys. Rev. A 87, 012107 (2013).","DOI":"10.1103\/PhysRevA.87.012107"},{"key":"41","doi-asserted-by":"publisher","unstructured":"Haidong Yuan and Chi-Hang Fred Fung. ``Optimal feedback scheme and universal time scaling for Hamiltonian parameter estimation&apos;&apos;. Phys. Rev. Lett. 115, 110401 (2015).","DOI":"10.1103\/PhysRevLett.115.110401"},{"key":"42","doi-asserted-by":"publisher","unstructured":"Dominic W. Berry, Mankei Tsang, Michael J. W. Hall, and Howard M. Wiseman. ``Quantum Bell-Ziv-Zakai bounds and Heisenberg limits for waveform estimation&apos;&apos;. Phys. Rev. X 5, 031018 (2015).","DOI":"10.1103\/PhysRevX.5.031018"},{"key":"43","doi-asserted-by":"publisher","unstructured":"Manuel Gessner, Luca Pezz\u00e8, and Augusto Smerzi. ``Sensitivity bounds for multiparameter quantum metrology&apos;&apos;. Phys. Rev. Lett. 121, 130503 (2018).","DOI":"10.1103\/PhysRevLett.121.130503"},{"key":"44","doi-asserted-by":"publisher","unstructured":"Jes\u00fas Rubio and Jacob Dunningham. ``Bayesian multiparameter quantum metrology with limited data&apos;&apos;. Phys. Rev. A 101, 032114 (2020).","DOI":"10.1103\/PhysRevA.101.032114"},{"key":"45","doi-asserted-by":"publisher","unstructured":"Angelo Carollo, Bernardo Spagnolo, Alexander A. Dubkov, and Davide Valenti. ``On quantumness in multi-parameter quantum estimation&apos;&apos;. J. Stat. Mech. Theory Exp. 2019, 094010 (2019).","DOI":"10.1088\/1742-5468\/ab3ccb"},{"key":"46","doi-asserted-by":"publisher","unstructured":"Francesco Albarelli, Jamie F. Friel, and Animesh Datta. ``Evaluating the Holevo Cram\u00e9r-Rao bound for multiparameter quantum metrology&apos;&apos;. Phys. Rev. Lett. 123, 200503 (2019).","DOI":"10.1103\/PhysRevLett.123.200503"},{"key":"47","doi-asserted-by":"publisher","unstructured":"Jasminder S. Sidhu, Yingkai Ouyang, Earl T. Campbell, and Pieter Kok. ``Tight bounds on the simultaneous estimation of incompatible parameters&apos;&apos;. Phys. Rev. X 11, 011028 (2021).","DOI":"10.1103\/PhysRevX.11.011028"},{"key":"48","doi-asserted-by":"publisher","unstructured":"Mankei Tsang, Francesco Albarelli, and Animesh Datta. ``Quantum semiparametric estimation&apos;&apos;. Phys. Rev. X 10, 031023 (2020).","DOI":"10.1103\/PhysRevX.10.031023"},{"key":"49","doi-asserted-by":"publisher","unstructured":"Rafa\u0142 Demkowicz-Dobrza\u0144ski, Wojciech G\u00f3recki, and M\u0103d\u0103lin Gu\u0163\u0103. ``Multi-parameter estimation beyond quantum Fisher information&apos;&apos;. J. Phys. A Math. Theor. 53, 363001 (2020).","DOI":"10.1088\/1751-8121\/ab8ef3"},{"key":"50","doi-asserted-by":"publisher","unstructured":"Elliott H. Lieb, Theodore Schultz, and Daniel Mattis. ``Two soluble models of an antiferromagnetic chain&apos;&apos;. Ann. Phys. (N. Y). 16, 407\u2013466 (1961).","DOI":"10.1016\/0003-4916(61)90115-4"},{"key":"51","doi-asserted-by":"publisher","unstructured":"E Barouch and B M McCoy. ``Statistical mechanics of the XY model. II. Spin-correlation functions&apos;&apos;. Phys. Rev. A 3, 786\u2013804 (1971).","DOI":"10.1103\/PhysRevA.3.786"},{"key":"52","unstructured":"Glen Bigan Mbeng, Angelo Russomanno, and Giuseppe E. Santoro. ``The quantum Ising chain for beginners&apos;&apos; (2020)."},{"key":"53","doi-asserted-by":"publisher","unstructured":"Tony E. Lee and Ching-Kit Chan. ``Heralded magnetism in non-Hermitian atomic systems&apos;&apos;. Phys. Rev. X 4, 041001 (2014).","DOI":"10.1103\/PhysRevX.4.041001"},{"key":"54","doi-asserted-by":"publisher","unstructured":"Sammy Ragy, Marcin Jarzyna, and Rafa\u0142 Demkowicz-Dobrza\u0144ski. ``Compatibility in multiparameter quantum metrology&apos;&apos;. Phys. Rev. A 94, 052108 (2016).","DOI":"10.1103\/PhysRevA.94.052108"},{"key":"55","doi-asserted-by":"publisher","unstructured":"Jing Liu, Haidong Yuan, Xiao-Ming Lu, and Xiaoguang Wang. ``Quantum Fisher information matrix and multiparameter estimation&apos;&apos;. Journal of Physics A: Mathematical and Theoretical 53, 023001 (2019).","DOI":"10.1088\/1751-8121\/ab5d4d"},{"key":"56","doi-asserted-by":"publisher","unstructured":"Michael Skotiniotis, Pavel Sekatski, and Wolfgang D\u00fcr. ``Quantum metrology for the Ising Hamiltonian with transverse magnetic field&apos;&apos;. New Journal of Physics 17, 073032 (2015).","DOI":"10.1088\/1367-2630\/17\/7\/073032"},{"key":"57","doi-asserted-by":"crossref","unstructured":"Alessio Paviglianiti and Alessandro Silva. ``Multipartite entanglement in the measurement-induced phase transition of the quantum ising chain&apos;&apos; (2023). arXiv:2302.06477.","DOI":"10.1103\/PhysRevB.108.184302"},{"key":"58","doi-asserted-by":"publisher","unstructured":"Ravinder Rupchand Puri. ``Algebra of the exponential operator&apos;&apos;. Pages 37\u201353. Springer Berlin Heidelberg. Berlin, Heidelberg (2001).","DOI":"10.1007\/978-3-540-44953-9_2"}],"container-title":["Quantum"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/quantum-journal.org\/papers\/q-2024-04-30-1326\/pdf\/","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T15:46:47Z","timestamp":1714492007000},"score":1,"resource":{"primary":{"URL":"https:\/\/quantum-journal.org\/papers\/q-2024-04-30-1326\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,30]]},"references-count":59,"URL":"https:\/\/doi.org\/10.22331\/q-2024-04-30-1326","archive":["CLOCKSS"],"relation":{},"ISSN":["2521-327X"],"issn-type":[{"value":"2521-327X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,4,30]]},"article-number":"1326"}}