Observable-projected ensembles
1Institute for Quantum Information and Matter, California Institute of Technology, Pasadena, CA 91125, USA
2Walter Burke Institute for Theoretical Physics, California Institute of Technology, Pasadena, CA 91125, USA
3Department of Physics, California Institute of Technology, Pasadena, CA 91125, USA
| Published: | 2025-10-20, volume 9, page 1888 |
| Editor: | Leon Loveridge |
| Eprint: | arXiv:2410.21397v3 |
| Doi: | https://doi.org/10.22331/q-2025-10-20-1888 |
| Citation: | Quantum 9, 1888 (2025). |
Find this paper interesting or want to discuss? Scite or leave a comment on SciRate.
Abstract
Measurements in many-body quantum systems can generate non-trivial phenomena, such as preparation of long-range entangled states, dynamical phase transitions, or measurement-altered criticality. Here, we introduce a new measurement scheme that produces an ensemble of mixed states in a subsystem, obtained by measuring a local Hermitian observable on part of its complement. We refer to this as the $\textit{observable-projected ensemble}$. Unlike standard projected ensembles-where pure states are generated by projective measurements on the complement-our approach involves projective partial measurements of specific observables. This setup has two main advantages: theoretically, it is amenable to analytical computations, especially within conformal field theories. Experimentally, it requires only a linear number of measurements, rather than an exponential one, to probe the properties of the ensemble. As a first step in exploring the observable-projected ensemble, we investigate its entanglement properties in conformal field theory and perform a detailed analysis of the free compact boson.

Featured image: Schematic representation of an “observable-projected ensemble”.
Popular summary
In this paper, we suggest a simpler and more realistic approach. Instead of measuring everything, we propose measuring just one physical quantity — a single observable — in the surrounding region. This procedure still alters the rest of the system, but in a more subtle way. We call the resulting collection of possible outcomes an “observable-projected ensemble”.
We show that this setup can be analyzed more easily and is more amenable for experimental implementations. In particular, we demonstrate how to use field-theory techniques to derive analytical results and use them to distinguish quantum states.
► BibTeX data
► References
[1] Nathanan Tantivasadakarn, Ryan Thorngren, Ashvin Vishwanath, and Ruben Verresen. ``Long-range entanglement from measuring symmetry-protected topological phases''. Phys. Rev. X 14, 021040 (2024).
https://doi.org/10.1103/PhysRevX.14.021040
[2] Tsung-Cheng Lu, Leonardo A. Lessa, Isaac H. Kim, and Timothy H. Hsieh. ``Measurement as a shortcut to long-range entangled quantum matter''. PRX Quantum 3, 040337 (2022).
https://doi.org/10.1103/PRXQuantum.3.040337
[3] Nathanan Tantivasadakarn, Ashvin Vishwanath, and Ruben Verresen. ``Hierarchy of topological order from finite-depth unitaries, measurement, and feedforward''. PRX Quantum 4, 020339 (2023).
https://doi.org/10.1103/PRXQuantum.4.020339
[4] Sergey Bravyi, Isaac Kim, Alexander Kliesch, and Robert Koenig. ``Adaptive constant-depth circuits for manipulating non-abelian anyons'' (2022). arXiv:2205.01933.
arXiv:2205.01933
[5] Jong Yeon Lee, Wenjie Ji, Zhen Bi, and Matthew P. A. Fisher. ``Decoding measurement-prepared quantum phases and transitions: from ising model to gauge theory, and beyond'' (2022). arXiv:2208.11699.
arXiv:2208.11699
[6] Guo-Yi Zhu, Nathanan Tantivasadakarn, Ashvin Vishwanath, Simon Trebst, and Ruben Verresen. ``Nishimori's cat: Stable long-range entanglement from finite-depth unitaries and weak measurements''. Phys. Rev. Lett. 131, 200201 (2023).
https://doi.org/10.1103/PhysRevLett.131.200201
[7] Lorenzo Piroli, Georgios Styliaris, and J. Ignacio Cirac. ``Quantum circuits assisted by local operations and classical communication: Transformations and phases of matter''. Phys. Rev. Lett. 127, 220503 (2021).
https://doi.org/10.1103/PhysRevLett.127.220503
[8] Yaodong Li, Xiao Chen, and Matthew P. A. Fisher. ``Quantum Zeno effect and the many-body entanglement transition''. Phys. Rev. B 98, 205136 (2018).
https://doi.org/10.1103/PhysRevB.98.205136
[9] Yaodong Li, Xiao Chen, and Matthew P. A. Fisher. ``Measurement-driven entanglement transition in hybrid quantum circuits''. Phys. Rev. B 100, 134306 (2019).
https://doi.org/10.1103/PhysRevB.100.134306
[10] Brian Skinner, Jonathan Ruhman, and Adam Nahum. ``Measurement-Induced Phase Transitions in the Dynamics of Entanglement''. Phys. Rev. X 9, 031009 (2019). arXiv:1808.05953.
https://doi.org/10.1103/PhysRevX.9.031009
arXiv:1808.05953
[11] Marcin Szyniszewski, Alessandro Romito, and Henning Schomerus. ``Entanglement transition from variable-strength weak measurements''. Phys. Rev. B 100, 064204 (2019).
https://doi.org/10.1103/PhysRevB.100.064204
[12] Marcin Szyniszewski, Alessandro Romito, and Henning Schomerus. ``Universality of Entanglement Transitions from Stroboscopic to Continuous Measurements''. Phys. Rev. Lett. 125, 210602 (2020).
https://doi.org/10.1103/PhysRevLett.125.210602
[13] Soonwon Choi, Yimu Bao, Xiao-Liang Qi, and Ehud Altman. ``Quantum Error Correction in Scrambling Dynamics and Measurement-Induced Phase Transition''. Phys. Rev. Lett. 125, 030505 (2020). arXiv:1903.05124.
https://doi.org/10.1103/PhysRevLett.125.030505
arXiv:1903.05124
[14] Sagar Vijay. ``Measurement-Driven Phase Transition within a Volume-Law Entangled Phase'' (2020). arXiv:2005.03052.
arXiv:2005.03052
[15] Yaodong Li and Matthew P. A. Fisher. ``Statistical mechanics of quantum error correcting codes''. Physical Review B 103 (2021).
https://doi.org/10.1103/physrevb.103.104306
[16] A. Altland, M. Buchhold, S. Diehl, and T. Micklitz. ``Dynamics of measured many-body quantum chaotic systems''. Phys. Rev. Res. 4, L022066 (2022). arXiv:2112.08373.
https://doi.org/10.1103/PhysRevResearch.4.L022066
arXiv:2112.08373
[17] Alexey Milekhin and Fedor K. Popov. ``Measurement-induced phase transition in teleportation and wormholes''. SciPost Phys. 17, 020 (2024). arXiv:2210.03083.
https://doi.org/10.21468/SciPostPhys.17.1.020
arXiv:2210.03083
[18] Beni Yoshida. ``Projective measurement of black holes'' (2022). arXiv:2203.04968.
arXiv:2203.04968
[19] Ruihua Fan, Sagar Vijay, Ashvin Vishwanath, and Yi-Zhuang You. ``Self-organized error correction in random unitary circuits with measurement''. Phys. Rev. B 103, 174309 (2021).
https://doi.org/10.1103/PhysRevB.103.174309
[20] Samuel J. Garratt, Zack Weinstein, and Ehud Altman. ``Measurements conspire nonlocally to restructure critical quantum states''. Phys. Rev. X 13, 021026 (2023).
https://doi.org/10.1103/PhysRevX.13.021026
[21] Samuel J. Garratt and Ehud Altman. ``Probing postmeasurement entanglement without postselection''. PRX Quantum 5, 030311 (2024).
https://doi.org/10.1103/PRXQuantum.5.030311
[22] Zack Weinstein, Rohith Sajith, Ehud Altman, and Samuel J. Garratt. ``Nonlocality and entanglement in measured critical quantum ising chains''. Phys. Rev. B 107, 245132 (2023).
https://doi.org/10.1103/PhysRevB.107.245132
[23] Xinyu Sun, Hong Yao, and Shao-Kai Jian. ``New critical states induced by measurement'' (2023). arXiv:2301.11337.
arXiv:2301.11337
[24] Sara Murciano, Pablo Sala, Yue Liu, Roger S. K. Mong, and Jason Alicea. ``Measurement-altered ising quantum criticality''. Phys. Rev. X 13, 041042 (2023).
https://doi.org/10.1103/PhysRevX.13.041042
[25] Alessio Paviglianiti, Xhek Turkeshi, Marco Schirò, and Alessandro Silva. ``Enhanced Entanglement in the Measurement-Altered Quantum Ising Chain'' (2023). arXiv:2310.02686.
https://doi.org/10.22331/q-2024-12-23-1576
arXiv:2310.02686
[26] Rushikesh A. Patil and Andreas W. W. Ludwig. ``Highly complex novel critical behavior from the intrinsic randomness of quantum mechanical measurements on critical ground states – a controlled renormalization group analysis'' (2024). arXiv:2409.02107.
arXiv:2409.02107
[27] Mark Srednicki. ``Chaos and quantum thermalization''. Phys. Rev. E 50, 888–901 (1994).
https://doi.org/10.1103/PhysRevE.50.888
[28] J. M. Deutsch. ``Quantum statistical mechanics in a closed system''. Phys. Rev. A 43, 2046–2049 (1991).
https://doi.org/10.1103/PhysRevA.43.2046
[29] Pasquale Calabrese and John Cardy. ``Entanglement entropy and quantum field theory''. J. Stat. Mech. 2004, P06002 (2004).
https://doi.org/10.1088/1742-5468/2004/06/P06002
[30] Jordan S. Cotler, Daniel K. Mark, Hsin-Yuan Huang, Felipe Hernández, Joonhee Choi, Adam L. Shaw, Manuel Endres, and Soonwon Choi. ``Emergent quantum state designs from individual many-body wave functions''. PRX Quantum 4, 010311 (2023).
https://doi.org/10.1103/PRXQuantum.4.010311
[31] Joonhee Choi, Adam L. Shaw, Ivaylo S. Madjarov, Xin Xie, Ran Finkelstein, Jacob P. Covey, Jordan S. Cotler, Daniel K. Mark, Hsin-Yuan Huang, Anant Kale, Hannes Pichler, Fernando G. S. L. Brandão, Soonwon Choi, and Manuel Endres. ``Preparing random states and benchmarking with many-body quantum chaos''. Nature 613, 468–473 (2023).
https://doi.org/10.1038/s41586-022-05442-1
[32] Maxime Lucas, Lorenzo Piroli, Jacopo De Nardis, and Andrea De Luca. ``Generalized deep thermalization for free fermions''. Phys. Rev. A 107, 032215 (2023).
https://doi.org/10.1103/PhysRevA.107.032215
[33] Amos Chan and Andrea De Luca. ``Projected state ensemble of a generic model of many-body quantum chaos''. J. Phys. A 57, 405001 (2024). arXiv:2402.16939.
https://doi.org/10.1088/1751-8121/ad7211
arXiv:2402.16939
[34] Wen Wei Ho and Soonwon Choi. ``Exact emergent quantum state designs from quantum chaotic dynamics''. Phys. Rev. Lett. 128, 060601 (2022).
https://doi.org/10.1103/PhysRevLett.128.060601
[35] Matteo Ippoliti and Wen Wei Ho. ``Solvable model of deep thermalization with distinct design times''. Quantum 6, 886 (2022).
https://doi.org/10.22331/q-2022-12-29-886
[36] Pieter W. Claeys and Austen Lamacraft. ``Emergent quantum state designs and biunitarity in dual-unitary circuit dynamics''. Quantum 6, 738 (2022).
https://doi.org/10.22331/q-2022-06-15-738
[37] Matteo Ippoliti and Wen Wei Ho. ``Dynamical purification and the emergence of quantum state designs from the projected ensemble''. PRX Quantum 4, 030322 (2023).
https://doi.org/10.1103/PRXQuantum.4.030322
[38] Harshank Shrotriya and Wen Wei Ho. ``Nonlocality of deep thermalization''. SciPost Phys. 18, 107 (2025).
https://doi.org/10.21468/SciPostPhys.18.3.107
[39] Rui-An Chang, Harshank Shrotriya, Wen Wei Ho, and Matteo Ippoliti. ``Deep thermalization under charge-conserving quantum dynamics''. PRX Quantum 6, 020343 (2025).
https://doi.org/10.1103/PRXQuantum.6.020343
[40] Daniel K. Mark, Federica Surace, Andreas Elben, Adam L. Shaw, Joonhee Choi, Gil Refael, Manuel Endres, and Soonwon Choi. ``Maximum Entropy Principle in Deep Thermalization and in Hilbert-Space Ergodicity''. Phys. Rev. X 14, 041051 (2024). arXiv:2403.11970.
https://doi.org/10.1103/PhysRevX.14.041051
arXiv:2403.11970
[41] Richard Jozsa, Daniel Robb, and William K. Wootters. ``Lower bound for accessible information in quantum mechanics''. Phys. Rev. A 49, 668–677 (1994).
https://doi.org/10.1103/PhysRevA.49.668
[42] M. A. Rajabpour. ``Post-measurement bipartite entanglement entropy in conformal field theories''. Phys. Rev. B 92, 075108 (2015).
https://doi.org/10.1103/PhysRevB.92.075108
[43] M A Rajabpour. ``Entanglement entropy after a partial projective measurement in 1+1 dimensional conformal field theories: exact results''. J. Stat. Mech. 2016, 063109 (2016).
https://doi.org/10.1088/1742-5468/2016/06/063109
[44] Jean-Marie Stéphan. ``Emptiness formation probability, toeplitz determinants, and conformal field theory''. J. Stat. Mech. 2014, P05010 (2014).
https://doi.org/10.1088/1742-5468/2014/05/p05010
[45] Jean-Marie Stéphan. ``Shannon and rényi mutual information in quantum critical spin chains''. Phys. Rev. B 90, 045424 (2014).
https://doi.org/10.1103/PhysRevB.90.045424
[46] F. Verstraete, M. Popp, and J. I. Cirac. ``Entanglement versus correlations in spin systems''. Phys. Rev. Lett. 92, 027901 (2004).
https://doi.org/10.1103/PhysRevLett.92.027901
[47] Cheng-Ju Lin, Weicheng Ye, Yijian Zou, Shengqi Sang, and Timothy H. Hsieh. ``Probing sign structure using measurement-induced entanglement''. Quantum 7, 910 (2023).
https://doi.org/10.22331/q-2023-02-02-910
[48] Olalla A. Castro-Alvaredo and Lucía Santamaría-Sanz. ``Symmetry-resolved measures in quantum field theory: A short review''. Mod. Phys. Lett. B 39, 2430002 (2025). arXiv:2403.06652.
https://doi.org/10.1142/S0217984924300023
arXiv:2403.06652
[49] Michael A. Nielsen and Isaac L. Chuang. ``Quantum computation and quantum information''. Cambridge University Press. (2000).
[50] Richard Jozsa, Daniel Robb, and William K. Wootters. ``Lower bound for accessible information in quantum mechanics''. Phys. Rev. A 49, 668–677 (1994).
https://doi.org/10.1103/PhysRevA.49.668
[51] Alexander. S. Holevo. ``The capacity of the quantum channel with general signal states''. IEEE Tran. on Info. Th. 44, 269–273 (1998).
https://doi.org/10.1109/18.651037
[52] Andreas Elben, Steven T Flammia, Hsin-Yuan Huang, Richard Kueng, John Preskill, Benoı̂t Vermersch, and Peter Zoller. ``The randomized measurement toolbox''. Nat. Rev. Phys. 5, 9–24 (2023).
https://doi.org/10.1038/s42254-022-00535-2
[53] Lorenzo Piroli, Georgios Styliaris, and J. Ignacio Cirac. ``Approximating many-body quantum states with quantum circuits and measurements''. Phys. Rev. Lett. 133, 230401 (2024).
https://doi.org/10.1103/PhysRevLett.133.230401
[54] Antoine Neven, Jose Carrasco, Vittorio Vitale, Christian Kokail, Andreas Elben, Marcello Dalmonte, Pasquale Calabrese, Peter Zoller, Benoı̂t Vermersch, Richard Kueng, and Barbara Kraus. ``Symmetry-resolved entanglement detection using partial transpose moments''. npj Quantum Inf. 7, 152 (2021).
https://doi.org/10.1038/s41534-021-00487-y
[55] Vittorio Vitale, Andreas Elben, Richard Kueng, Antoine Neven, Jose Carrasco, Barbara Kraus, Peter Zoller, Pasquale Calabrese, Benoı̂t Vermersch, and Marcello Dalmonte. ``Symmetry-resolved dynamical purification in synthetic quantum matter''. SciPost Phys. 12, 1–37 (2022).
https://doi.org/10.21468/SciPostPhys.12.3.106
[56] Aniket Rath, Vittorio Vitale, Sara Murciano, Matteo Votto, Jérôme Dubail, Richard Kueng, Cyril Branciard, Pasquale Calabrese, and Benoı̂t Vermersch. ``Entanglement barrier and its symmetry resolution: Theory and experimental observation''. PRX Quantum 4, 010318 (2023).
https://doi.org/10.1103/PRXQuantum.4.010318
[57] Lata Kh. Joshi, Johannes Franke, Aniket Rath, Filiberto Ares, Sara Murciano, Florian Kranzl, Rainer Blatt, Peter Zoller, Benoı̂t Vermersch, Pasquale Calabrese, Christian F. Roos, and Manoj K. Joshi. ``Observing the quantum mpemba effect in quantum simulations''. Phys. Rev. Lett. 133, 010402 (2024).
https://doi.org/10.1103/PhysRevLett.133.010402
[58] Filiberto Ares, Sara Murciano, Eric Vernier, and Pasquale Calabrese. ``Lack of symmetry restoration after a quantum quench: An entanglement asymmetry study''. SciPost Phys. 15 (2023).
https://doi.org/10.21468/scipostphys.15.3.089
[59] Moshe Goldstein and Eran Sela. ``Symmetry-resolved entanglement in many-body systems''. Phys. Rev. Lett. 120, 200602 (2018).
https://doi.org/10.1103/PhysRevLett.120.200602
[60] Robert M. Gray. ``Toeplitz and circulant matrices: A review''. Foundations and Trends in Comm. and Info. Th. 2, 155–239 (2006).
https://doi.org/10.1561/0100000006
[61] A. Milekhin and S. Murciano. ``work in preparation''.
[62] Robbert Dijkgraaf, Gregory W. Moore, Erik P. Verlinde, and Herman L. Verlinde. ``Elliptic genera of symmetric products and second quantized strings''. Commun. Math. Phys. 185, 197–209 (1997). arXiv:hep-th/9608096.
https://doi.org/10.1007/s002200050087
arXiv:hep-th/9608096
[63] Oleg Lunin and Samir D. Mathur. ``Correlation functions for M**N / S(N) orbifolds''. Commun. Math. Phys. 219, 399–442 (2001). arXiv:hep-th/0006196.
https://doi.org/10.1007/s002200100431
arXiv:hep-th/0006196
[64] Michael E. Peskin and Daniel V. Schroeder. ``An Introduction to quantum field theory''. Addison-Wesley. Reading, USA (1995).
https://doi.org/10.1201/9780429503559
[65] Ingo Peschel. ``Calculation of reduced density matrices from correlation functions''. J. Phys. A 36, L205–L208 (2003).
https://doi.org/10.1088/0305-4470/36/14/101
[66] Maurizio Fagotti and Pasquale Calabrese. ``Entanglement entropy of two disjoint blocks inxychains''. J. Stat. Mech. 2010, P04016 (2010).
https://doi.org/10.1088/1742-5468/2010/04/p04016
[67] Michele Fossati, Filiberto Ares, Jérôme Dubail, and Pasquale Calabrese. ``Entanglement asymmetry in cft and its relation to non-topological defects''. JHEP 2024 (2024).
https://doi.org/10.1007/jhep05(2024)059
[68] Nazlı Uğur Köylüoğlu, Swarndeep Majumder, Mirko Amico, Sarah Mostame, Ewout van den Berg, M. A. Rajabpour, Zlatko Minev, and Khadijeh Najafi. ``Measuring central charge on a universal quantum processor'' (2024). arXiv:2408.06342.
arXiv:2408.06342
[69] Masahiro Hoshino, Masaki Oshikawa, and Yuto Ashida. ``Entanglement swapping in critical quantum spin chains''. Phys. Rev. B 111, 155143 (2025).
https://doi.org/10.1103/PhysRevB.111.155143
Cited by
[1] Masahiro Hoshino, Masaki Oshikawa, and Yuto Ashida, "Stabilizer Rényi Entropy and Conformal Field Theory", Physical Review X 16 1, 011037 (2026).
[2] Xie-Hang Yu, Wen Wei Ho, and Pavel Kos, "Mixed State Deep Thermalization", Physical Review Letters 135 26, 260402 (2025).
[3] Alan Sherry and Sthitadhi Roy, "Deep thermalization for mixed states", Physical Review B 113 17, 174309 (2026).
[4] Kabir Khanna and Romain Vasseur, "Measurement-Induced Entanglement in Conformal Field Theory", Physical Review Letters 136 16, 160402 (2026).
[5] Zhehao Zhang, Yijian Zou, Timothy H. Hsieh, and Sagar Vijay, "Universal Properties of Critical Mixed-States from Measurement and Feedback", PRX Quantum 6 4, 040363 (2025).
[6] Rui-An Chang, Harshank Shrotriya, Wen Wei Ho, and Matteo Ippoliti, "Deep Thermalization under Charge-Conserving Quantum Dynamics", PRX Quantum 6 2, 020343 (2025).
The above citations are from Crossref's cited-by service (last updated successfully 2026-08-09 23:30:38) and SAO/NASA ADS (last updated successfully 2026-08-09 23:30:41). The list may be incomplete as not all publishers provide suitable and complete citation data.
This Paper is published in Quantum under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. Copyright remains with the original copyright holders such as the authors or their institutions.