Quantum Simulation Using Noisy Unitary Circuits and Measurements

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Entanglement in Spin Chains

Part of the book series: Quantum Science and Technology ((QST))

Abstract

Many-body quantum systems are notoriously hard to study theoretically due to the exponential growth of their Hilbert space. It is also challenging to probe the quantum correlations in many-body states in experiments due to their sensitivity to external noise. Using synthetic quantum matter to simulate quantum systems has opened new ways of probing quantum many-body systems with unprecedented control, and of engineering phases of matter which are otherwise hard to find in nature. Noisy quantum circuits have become an important cornerstone of our understanding of quantum many-body dynamics. In particular, random circuits act as minimally structured toy models for chaotic nonintegrable quantum systems, faithfully reproducing some of their universal properties. Crucially, in contrast to the full microscopic model, random circuits can be analytically tractable under a reasonable set of assumptions, thereby providing invaluable insights into questions which might be out of reach even for state-of-the-art numerical techniques. Here, we give an overview of two classes of dynamics studied using random-circuit models, with a particular focus on the dynamics of quantum entanglement. We will especially pay attention to potential near-term applications of random-circuit models on noisy-intermediate scale quantum (NISQ) devices. In this context, we cover hybrid circuits consisting of unitary gates interspersed with nonunitary projective measurements, hosting an entanglement phase transition from a volume-law to an area-law phase of the steady state entanglement. Moreover, we consider random-circuit sampling experiments and discuss the usefulness of random quantum states for simulating quantum many-body dynamics on NISQ devices by leveraging the concept of quantum typicality. We highlight how emergent hydrodynamics can be studied by utilizing random quantum states generated by chaotic circuits.

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References

  1. L. D’Alessio, Y. Kafri, A. Polkovnikov, M. Rigol, Adv. Phys. 65, 239 (2016)

    Article  ADS  Google Scholar 

  2. R. Nandkishore, D. A. Huse, Annu. Rev. Condens. Matter Phys. 6, 15 (2015)

    Article  ADS  Google Scholar 

  3. D.A. Abanin, E. Altman, I. Bloch, M. Serbyn, Rev. Mod. Phys. 91, 021001 (2019)

    Article  ADS  Google Scholar 

  4. J. Preskill, Quantum 2, 79 (2018)

    Article  Google Scholar 

  5. A.C. Potter and R. Vasseur, ar**v (2021), ar**v:2111.08018 [quant-ph]

    Google Scholar 

  6. A. Nahum, J. Ruhman, S. Vijay, J. Haah, Phys. Rev. X 7, 031016 (2017)

    Google Scholar 

  7. C. W. von Keyserlingk, T. Rakovszky, F. Pollmann, S.L. Sondhi, Phys. Rev. X 8, 021013 (2018)

    Google Scholar 

  8. V. Khemani, A. Vishwanath, D. A. Huse, Phys. Rev. X 8, 031057 (2018)

    Google Scholar 

  9. B. Bertini, P. Kos, T. Prosen, Phys. Rev. Lett. 121, 264101 (2018)

    Article  ADS  Google Scholar 

  10. A. Chan, A. De Luca, J.T. Chalker, Phys. Rev. X 8, 041019 (2018)

    Google Scholar 

  11. I.V. Gornyi, A.D. Mirlin, D.G. Polyakov, Phys. Rev. Lett. 95, 206603 (2005)

    Article  ADS  Google Scholar 

  12. D.M. Basko, I.L. Aleiner, B.L. Altshuler, Ann. Phys. (N. Y.) 321, 1126 (2006)

    Article  ADS  Google Scholar 

  13. A. Pal, D.A. Huse, Phys. Rev. B 82, 174411 (2010)

    Article  ADS  Google Scholar 

  14. F. Pollmann, V. Khemani, J.I. Cirac, S.L. Sondhi, Phys. Rev. B 94, 041116 (2016)

    Article  ADS  Google Scholar 

  15. T.B. Wahl, A. Pal, S.H. Simon, Phys. Rev. X 7, 021018 (2017)

    Google Scholar 

  16. T.B. Wahl, A. Pal, S.H. Simon, Nat. Phys. 15, 164 (2019)

    Article  Google Scholar 

  17. J. Napp, R.L. La Placa, A.M. Dalzell, F.G.S.L. Brandao, A.W. Harrow, ar**v (2019), ar**v:2001.00021

    Google Scholar 

  18. K. Noh, L. Jiang, B. Fefferman, Quantum 4, 318 (2020)

    Article  Google Scholar 

  19. F. Azad, A. Hallam, J. Morley, A. Green, ar**v (2021), ar**v:2111.06408 [quant-ph]

    Google Scholar 

  20. K. Murch, S. Weber, C. Macklin, I. Siddiqi, Nature 502, 211 (2013)

    Article  ADS  Google Scholar 

  21. N. Roch, M.E. Schwartz, F. Motzoi, C. Macklin, R. Vijay, A.W. Eddins, A.N. Korotkov, K.B. Whaley, M. Sarovar, I. Siddiqi, Phys. Rev. Lett. 112, 170501 (2014)

    Article  ADS  Google Scholar 

  22. Z.K. Minev, S.O. Mundhada, S. Shankar, P. Reinhold, R. Gutiérrez-Jáuregui, R.J. Schoelkopf, M. Mirrahimi, H.J. Carmichael, M.H. Devoret, Nature 570, 200 (2019)

    Article  ADS  Google Scholar 

  23. T. Sauter, W. Neuhauser, R. Blatt, P.E. Toschek, Phys. Rev. Lett. 57, 1696 (1986)

    Article  ADS  Google Scholar 

  24. J.C. Bergquist, R.G. Hulet, W.M. Itano, D.J. Wineland, Phys. Rev. Lett. 57, 1699 (1986)

    Article  ADS  Google Scholar 

  25. C. Noel, P. Niroula, A. Risinger, L. Egan, D. Biswas, M. Cetina, A.V. Gorshkov, M. Gullans, D.A. Huse, C. Monroe, ar**v (2021), ar**v:2106.05881 [quant-ph]

    Google Scholar 

  26. A. Lavasani, Y. Alavirad, M. Barkeshli, Nat. Phys. 17, 342 (2021)

    Article  Google Scholar 

  27. S. Sang, T.H. Hsieh, Phys. Rev. Res. 3, 023200 (2021)

    Article  Google Scholar 

  28. P.W. Claeys, A. Lamacraft, Phys. Rev. Lett. 126, 100603 (2021)

    Article  ADS  Google Scholar 

  29. M. Ippoliti, K. Kechedzhi, R. Moessner, S. Sondhi, V. Khemani, PRX Quantum 2, 030346 (2021)

    Article  ADS  Google Scholar 

  30. I. Bloch, J. Dalibard, S. Nascimbène, Nat. Phys. 8, 267 (2012)

    Article  Google Scholar 

  31. I. Bloch, J. Dalibard, W. Zwerger, Rev. Mod. Phys. 80, 885 (2008)

    Article  ADS  Google Scholar 

  32. M. Greiner, O. Mandel, T. Esslinger, T.W.Hänsch, I. Bloch, Nature 415, 39 (2002)

    Article  ADS  Google Scholar 

  33. M. Schreiber, S.S. Hodgman, P. Bordia, H.P. Lüschen, M.H. Fischer, R. Vosk, E. Altman, U. Schneider, I. Bloch, Science 349, 842 (2015)

    Article  MathSciNet  ADS  Google Scholar 

  34. J. Simon, W. S. Bakr, R. Ma, M. E. Tai, P. M. Preiss, M. Greiner, Nature 472, 307 (2011)

    Article  ADS  Google Scholar 

  35. A.M. Kaufman, M.E. Tai, A. Lukin, M. Rispoli, R. Schittko, P.M. Preiss, M. Greiner, Science 353, 794 (2016)

    Article  ADS  Google Scholar 

  36. H. Bernien, S. Schwartz, A. Keesling, H. Levine, A. Omran, H. Pichler, S. Choi, A.S. Zibrov, M. Endres, M. Greiner, V. Vuletiĉ, M.D. Lukin, Nature 551, 579 (2017)

    Article  ADS  Google Scholar 

  37. S. Choi, Y. Bao, X.-L. Qi, E. Altman, Phys. Rev. Lett. 125, 030505 (2020)

    Article  MathSciNet  ADS  Google Scholar 

  38. Y. Li, M.P.A. Fisher, Phys. Rev. B 103, 104306 (2021)

    Article  ADS  Google Scholar 

  39. R. Fan, S. Vijay, A. Vishwanath, Y.-Z. You, Phys. Rev. B 103, 174309 (2021)

    Article  ADS  Google Scholar 

  40. M.J. Gullans, S. Krastanov, D.A. Huse, L. Jiang, S.T. Flammia, Phys. Rev. X 11, 031066 (2020)

    Google Scholar 

  41. A. Nahum, S. Vijay, J. Haah, Phys. Rev. X 8, 021014 (2018)

    Google Scholar 

  42. J.M. Deutsch, Phys. Rev. A 43, 2046 (1991)

    Article  ADS  Google Scholar 

  43. M. Srednicki, Phys. Rev. E 50, 888 (1994)

    Article  ADS  Google Scholar 

  44. B. Bertini, P. Kos, T. Prosen, Phys. Rev. Lett. 123, 210601 (2019)

    Article  MathSciNet  ADS  Google Scholar 

  45. S. Gopalakrishnan, A. Lamacraft, Phys. Rev. B 100, 064309 (2019)

    Article  ADS  Google Scholar 

  46. L. Piroli, B. Bertini, J.I. Cirac, T. Prosen, Phys. Rev. B 101, 094304 (2020)

    Article  ADS  Google Scholar 

  47. Y. Li, X. Chen, M.P.A. Fisher, Phys. Rev. B 98, 205136 (2018)

    Article  ADS  Google Scholar 

  48. B. Skinner, J. Ruhman, A. Nahum, Phys. Rev. X 9, 031009 (2019)

    Google Scholar 

  49. A. Chan, R.M. Nandkishore, M. Pretko, G. Smith, Phys. Rev. B 99, 224307 (2019)

    Article  ADS  Google Scholar 

  50. Y. Li, X. Chen, M.P.A. Fisher, Phys. Rev. B 100, 134306 (2019)

    Article  ADS  Google Scholar 

  51. M. Szyniszewski, A. Romito, H. Schomerus, Phys. Rev. B 100, 064204 (2019)

    Article  ADS  Google Scholar 

  52. X. Chen, Y. Li, M.P.A. Fisher, A. Lucas, Phys. Rev. Res. 2, 033017 (2020)

    Article  Google Scholar 

  53. A. Zabalo, M.J. Gullans, J.H. Wilson, S. Gopalakrishnan, D.A. Huse, J.H. Pixley, Phys. Rev. B 101, 060301 (2020)

    Article  ADS  Google Scholar 

  54. M. Ippoliti, M.J. Gullans, S. Gopalakrishnan, D.A. Huse, V. Khemani, Phys. Rev. X 11, 011030 (2021)

    Google Scholar 

  55. O. Lunt, M. Szyniszewski, A. Pal, Phys. Rev. B 104, 155111 (2021)

    Article  ADS  Google Scholar 

  56. O. Alberton, M. Buchhold, S. Diehl, Phys. Rev. Lett. 126, 170602 (2021)

    Article  ADS  Google Scholar 

  57. A. Zabalo, M.J. Gullans, J.H. Wilson, R. Vasseur, A.W. Ludwig, S. Gopalakrishnan, D.A. Huse, J. Pixley, ar**v (2021), ar**v:2107.03393 [cond-mat.dis-nn]

    Google Scholar 

  58. S. Sang, Y. Li, T. Zhou, X. Chen, T.H. Hsieh, M.P. Fisher, PRX Quantum 2, 030313 (2021)

    Article  ADS  Google Scholar 

  59. Q. Tang, X. Chen, W. Zhu, Phys. Rev. B 103, 174303 (2021)

    Article  ADS  Google Scholar 

  60. M.J. Gullans, D.A. Huse, Phys. Rev. X 10, 041020 (2020)

    Google Scholar 

  61. M.B. Hastings, J. Haah, Quantum 5, 564 (2021)

    Article  Google Scholar 

  62. R. Verresen, N. Tantivasadakarn, A. Vishwanath, ar**v preprint ar**v:2112.03061 (2021)

    Google Scholar 

  63. S. Paeckel, T. Köhler, A. Swoboda, S.R. Manmana, U. Schollwöck, C. Hubig, Ann. Phys. (NY) 411, 167998 (2019)

    Article  Google Scholar 

  64. H. Kim, D. A. Huse, Phys. Rev. Lett. 111, 127205 (2013)

    Article  ADS  Google Scholar 

  65. S. Pai, M. Pretko, R.M. Nandkishore, Phys. Rev. X 9, 021003 (2019)

    Google Scholar 

  66. F.G.S.L. Brandão, M. Horodecki, Nat. Phys. 9, 721 (2013)

    Article  Google Scholar 

  67. M.B. Hastings, J. Stat. Mech.: Theory Exp. 2007 (08), P08024

    Google Scholar 

  68. P. Calabrese, J. Cardy, J. Stat. Mech.: Theory Exp. 2004 (06), P06002

    Google Scholar 

  69. Y. Bao, S. Choi, E. Altman, Phys. Rev. B 101, 104301 (2020)

    Article  ADS  Google Scholar 

  70. C.-M. Jian, Y.-Z. You, R. Vasseur, A.W.W. Ludwig, Phys. Rev. B 101, 104302 (2020)

    Article  ADS  Google Scholar 

  71. Y. Li, X. Chen, A.W.W. Ludwig, M.P.A. Fisher, Phys. Rev. B 104, 104305 (2021)

    Article  ADS  Google Scholar 

  72. O. Shtanko, Y.A. Kharkov, L.P. García-Pintos, A.V. Gorshkov, ar**v (2020). ar**v:2004.06736 [cond-mat.dis-nn]

    Google Scholar 

  73. M. Szyniszewski, A. Romito, H. Schomerus, Phys. Rev. Lett. 125, 210602 (2020)

    Article  MathSciNet  ADS  Google Scholar 

  74. L. Zhang, J.A. Reyes, S. Kourtis, C. Chamon, E.R. Mucciolo, A.E. Ruckenstein, Phys. Rev. B 101, 235104 (2020)

    Article  ADS  Google Scholar 

  75. X. Turkeshi, R. Fazio, M. Dalmonte, Phys. Rev. B 102, 014315 (2020)

    Article  ADS  Google Scholar 

  76. M.J. Gullans, D.A. Huse, Phys. Rev. Lett. 125, 070606 (2020)

    Article  ADS  Google Scholar 

  77. A. Nahum, S. Roy, B. Skinner, J. Ruhman, PRX Quantum 2, 010352 (2021)

    Article  Google Scholar 

  78. X. Cao, A. Tilloy, A. De Luca, SciPost Phys. 7, 024 (2019)

    Article  ADS  Google Scholar 

  79. Q. Tang, W. Zhu, Phys. Rev. Res. 2, 013022 (2020)

    Article  Google Scholar 

  80. S. Goto, I. Danshita, Phys. Rev. A 102, 033316 (2020)

    Article  ADS  Google Scholar 

  81. O. Lunt, A. Pal, Phys. Rev. Res. 2, 043072 (2020)

    Article  Google Scholar 

  82. N. Lang, H.P. Büchler, Phys. Rev. B 102, 094204 (2020)

    Article  ADS  Google Scholar 

  83. C. Liu, P. Zhang, X. Chen, SciPost Phys. 10, 048 (2020)

    Article  MathSciNet  ADS  Google Scholar 

  84. Y. Fuji, Y. Ashida, Phys. Rev. B 102, 054302 (2020)

    Article  ADS  Google Scholar 

  85. M. Van Regemortel, Z.-P. Cian, A. Seif, H. Dehghani, M. Hafezi, Phys. Rev. Lett. 126, 123604 (2021)

    Article  ADS  Google Scholar 

  86. D. Aharonov, Phys. Rev. A 62, 062311 (2000)

    Article  ADS  Google Scholar 

  87. S. Vijay, ar**v (2020). ar**v:2005.03052

    Google Scholar 

  88. A. Nahum, B. Skinner, Phys. Rev. Res. 2, 023288 (2020)

    Article  Google Scholar 

  89. D. Rossini, E. Vicari, Phys Rev B 102, 035119 (2020)

    Article  ADS  Google Scholar 

  90. L. Fidkowski, J. Haah, M.B. Hastings, Quantum 5, 382 (2021)

    Article  Google Scholar 

  91. T. Maimbourg, D.M. Basko, M. Holzmann, A. Rosso, Phys. Rev. Lett. 126, 120603 (2021)

    Article  ADS  Google Scholar 

  92. J. Iaconis, A. Lucas, X. Chen, ar**v (2020). ar**v:2010.02196

    Google Scholar 

  93. M. Ippoliti, V. Khemani, Phys. Rev. Lett. 126, 060501 (2021)

    Article  ADS  Google Scholar 

  94. A. Lavasani, Y. Alavirad, M. Barkeshli, Phys. Rev. Lett. 127, 235701 (2021)

    Article  ADS  Google Scholar 

  95. B. Shi, X. Dai, Y.-M. Lu, ar**v (2020). ar**v:2012.00040

    Google Scholar 

  96. S. Gopalakrishnan, M.J. Gullans, Phys. Rev. Lett. 126, 170503 (2021)

    Article  ADS  Google Scholar 

  97. Y. Li, R. Vasseur, M.P.A. Fisher, A.W.W. Ludwig, ar**v (2021). ar**v:2110.02988 [cond-mat.stat-mech]

    Google Scholar 

  98. Y. Han, X. Chen, ar**v (2021). ar**v:2110.10726

    Google Scholar 

  99. X. Chen, ar**v (2021). ar**v:2110.12230

    Google Scholar 

  100. J. Iaconis, X. Chen, ar**v (2021). ar**v:2107.05565

    Google Scholar 

  101. S. Sharma, X. Turkeshi, R. Fazio, M. Dalmonte, (2021), ar**v:2110.14403

    Google Scholar 

  102. P. Sierant, G. Chiriacò, F.M. Surace, S. Sharma, X. Turkeshi, M. Dalmonte, R. Fazio, G. Pagano, (2021). ar**v:2107.05669

    Google Scholar 

  103. P. Sierant, X. Turkeshi, (2021). ar**v:2109.06882

    Google Scholar 

  104. X. Turkeshi, M. Dalmonte, R. Fazio, M. Schiró, (2021), ar**v:2111.03500

    Google Scholar 

  105. X. Turkeshi, (2021), ar**v:2101.06245.

    Google Scholar 

  106. X. Turkeshi, A. Biella, R. Fazio, M. Dalmonte, M. Schiró, Phys. Rev. B 103, 224210 (2021)

    Article  ADS  Google Scholar 

  107. F.G.S.L. Brandão, A.W. Harrow, M. Horodecki, Commun. Math. Phys. 346, 397 (2016)

    Article  ADS  Google Scholar 

  108. R. O’Donnell, J. Wright, in Proceedings of the Forty-Seventh Annual ACM Symposium on Theory of Computing, STOC ’15 (Association for Computing Machinery, Portland, Oregon, USA, 2015), pp. 529–538

    Google Scholar 

  109. R. Islam, R. Ma, P.M. Preiss, M. Eric Tai, A. Lukin, M. Rispoli, M. Greiner, Nature 528, 77 (2015)

    Article  ADS  Google Scholar 

  110. D. Gottesman, ar**v (1998). ar**v:quant-ph/9807006

    Google Scholar 

  111. M.M. Wolf, F. Verstraete, M. B. Hastings, J.I. Cirac, Phys. Rev. Lett. 100, 070502 (2008)

    Article  MathSciNet  ADS  Google Scholar 

  112. S. Anders, H.J. Briegel, Phys. Rev. A 73, 022334 (2006)

    Article  ADS  Google Scholar 

  113. M. Hein, J. Eisert, H.J. Briegel, Phys. Rev. A 69, 062311 (2004)

    Article  MathSciNet  ADS  Google Scholar 

  114. S. Aaronson, D. Gottesman, Phys. Rev. A 70, 052328 (2004)

    Article  ADS  Google Scholar 

  115. M. Hein, W. Dür, J. Eisert, R. Raussendorf, M.V. den Nest, H.-J. Briegel, ar**v (2006). ar**v:quant-ph/0602096 [quant-ph]

    Google Scholar 

  116. R. Vasseur, A.C. Potter, Y.-Z. You, A.W.W. Ludwig, Phys. Rev. B 100, 134203 (2019)

    Article  ADS  Google Scholar 

  117. J. Richter, A. Pal, Phys. Rev. Lett. 126, 230501 (2021)

    Article  ADS  Google Scholar 

  118. S. Boixo, S.V. Isakov, V.N. Smelyanskiy, R. Babbush, N. Ding, Z. Jiang, M.J. Bremner, J.M. Martinis, H. Neven, Nat. Phys. 14, 595 (2018)

    Article  Google Scholar 

  119. F. Arute et al., Nature 574, 505 (2019)

    Article  ADS  Google Scholar 

  120. R. Oliveira, O.C.O. Dahlsten, M.B. Plenio, Phys. Rev. Lett. 98, 130502 (2007)

    Article  ADS  Google Scholar 

  121. Y.S. Weinstein, W.G. Brown, L. Viola, Phys. Rev. A 78, 052332 (2008)

    Article  ADS  Google Scholar 

  122. J. Emerson, Y.S. Weinstein, M. Saraceno, S. Lloyd, D.G. Cory, Science 302, 2098 (2003)

    Article  MathSciNet  ADS  Google Scholar 

  123. A.W. Harrow, R.A. Low, Commun. Math. Phys 291, 257 (2009)

    Article  ADS  Google Scholar 

  124. M. Žnidarič, Phys. Rev. A 76, 012318 (2007)

    Article  ADS  Google Scholar 

  125. F. **, D. Willsch, M. Willsch, H. Lagemann, K. Michielsen, H.D. Raedt, J. Phys. Soc. Jpn. 90, 012001 (2021)

    Article  ADS  Google Scholar 

  126. C.E. Porter, R.G. Thomas, Phys. Rev. 104, 483 (1956)

    Article  ADS  Google Scholar 

  127. H.D. Raedt, F. **, D. Willsch, M. Willsch, N. Yoshioka, N. Ito, S. Yuan, K. Michielsen, Comput. Phys. Commun. 237, 47 (2019)

    Article  ADS  Google Scholar 

  128. J. Gray, S. Kourtis, Quantum 5, 410 (2021)

    Article  Google Scholar 

  129. C. Huang, F. Zhang, M. Newman, J. Cai, X. Gao, Z. Tian, J. Wu, H. Xu, H. Yu, B. Yuan, M. Szegedy, Y. Shi, J. Chen, ar**v (2020). ar**v:2005.06787 [quant-ph]

    Google Scholar 

  130. Y. Wu et al., Phys. Rev. Lett. 127, 180501 (2021)

    Article  ADS  Google Scholar 

  131. Q. Zhu et al., Sci. Bull. (2021)

    Google Scholar 

  132. A. Zlokapa, S. Boixo, D. Lidar, ar**v (2020). ar**v:2005.02464 [quant-ph]

    Google Scholar 

  133. X. Mi et al., ar**v (2021), ar**v:2107.13571 [quant-ph]

    Google Scholar 

  134. X. Mi et al., Science 374, 1479 (2021)

    Article  ADS  Google Scholar 

  135. K. J. Satzinger et al., Science 374, 1237 (2021)

    Article  ADS  Google Scholar 

  136. S. Lloyd, Pure State Quantum Statistical Mechanics and Black Holes, Ph.D. Thesis, The Rockefeller University (1988), ar**v:1307.0378

    Google Scholar 

  137. S. Goldstein, J.L. Lebowitz, R. Tumulka, N. Zanghì, Phys. Rev. Lett. 96, 050403 (2006)

    Article  MathSciNet  ADS  Google Scholar 

  138. S. Popescu, A.J. Short, A. Winter, Nat. Phys. 2, 754 (2006)

    Article  Google Scholar 

  139. P. Reimann, Phys. Rev. Lett. 99, 160404 (2007)

    Article  ADS  Google Scholar 

  140. J. Schliemann, A.V. Khaetskii, D. Loss, Phys. Rev. B 66, 245303 (2002)

    Article  ADS  Google Scholar 

  141. G.A. Álvarez, E.P. Danieli, P.R. Levstein, H.M. Pastawski, Phys. Rev. Lett. 101, 120503 (2008)

    Article  MathSciNet  ADS  Google Scholar 

  142. B.M. Terhal, D.P. DiVincenzo, Phys. Rev. A 61, 022301 (2000)

    Article  ADS  Google Scholar 

  143. R. Somma, G. Ortiz, J.E. Gubernatis, E. Knill, R. Laflamme, Phys. Rev A 65, 042323 (2002)

    Article  ADS  Google Scholar 

  144. J. Pedernales, R.D. Candia, I. Egusquiza, J. Casanova, E. Solano, Phys. Rev. Lett. 113, 020505 (2014)

    Article  ADS  Google Scholar 

  145. J. Bensa, M. Žnidarič, Phys. Rev. X 11, 031019 (2021)

    Google Scholar 

  146. P. de Vries, H.D. Raedt, Phys. Rev. B 47, 7929 (1993)

    Article  ADS  Google Scholar 

  147. A. Smith, M.S. Kim, F. Pollmann, J. Knolle, NPJ Quantum Inf. 5, 106 (2019)

    Article  ADS  Google Scholar 

  148. B. Bertini, F. Heidrich-Meisner, C. Karrasch, T. Prosen, R. Steinigeweg, M. Žnidarič, Rev. Mod. Phys. 93, 025003 (2021)

    Article  ADS  Google Scholar 

  149. J. Richter, F. **, L. Knipschild, J. Herbrych, H. De Raedt, K. Michielsen, J. Gemmer, R. Steinigeweg, Phys. Rev. B 99, 144422 (2019)

    Article  ADS  Google Scholar 

  150. D.N. Page, Phys. Rev. Lett. 71, 1291 (1993)

    Article  MathSciNet  ADS  Google Scholar 

  151. J. Gemmer, M. Michel, G. Mahler, Quantum Thermodynamics (Springer Berlin Heidelberg, 2010)

    MATH  Google Scholar 

  152. B.N. Balz, J. Richter, J. Gemmer, R. Steinigeweg, P. Reimann, Dynamical typicality for initial states with a preset measurement statistics of several commuting observables, in Fundamental Theories of Physics (Springer International Publishing, Berlin, 2018) pp. 413–433

    Google Scholar 

  153. T. Heitmann, J. Richter, D. Schubert, R. Steinigeweg, Z. Naturforsch. A 75, 421 (2020)

    Google Scholar 

  154. A. Hams, H. De Raedt, Phys. Rev. E 62, 4365 (2000)

    Article  ADS  Google Scholar 

  155. J. Schnack, J. Richter, T. Heitmann, J. Richter, R. Steinigeweg, Z. Naturforsch. A 75, 465 (2020)

    Google Scholar 

  156. S. Sugiura, A. Shimizu, Phys. Rev. Lett. 108, 240401 (2012)

    Article  ADS  Google Scholar 

  157. C. Bartsch, J. Gemmer, Phys. Rev. Lett. 102, 110403 (2009)

    Article  ADS  Google Scholar 

  158. T. Monnai, A. Sugita, J. Phys. Soc. Jpn. 83, 094001 (2014)

    Article  ADS  Google Scholar 

  159. J. Richter, M.H. Lamann, C. Bartsch, R. Steinigeweg, J. Gemmer, Phys. Rev. E 100, 032124 (2019)

    Article  ADS  Google Scholar 

  160. H. Endo, C. Hotta, A. Shimizu, Phys. Rev. Lett. 121, 220601 (2018)

    Article  ADS  Google Scholar 

  161. T.A. Elsayed, B.V. Fine, Phys. Rev. Lett. 110, 070404 (2013)

    Article  ADS  Google Scholar 

  162. T. Iitaka, T. Ebisuzaki, Phys. Rev. E 69, 057701 (2004)

    Article  ADS  Google Scholar 

  163. R. Steinigeweg, J. Gemmer, W. Brenig, Phys. Rev. Lett. 112, 120601 (2014)

    Article  ADS  Google Scholar 

  164. J. Richter, R. Steinigeweg, Phys. Rev. B 99, 094419 (2019)

    Article  ADS  Google Scholar 

  165. H. Fehske, J. Schleede, G. Schubert, G. Wellein, V.S. Filinov, A.R. Bishop, Phys. Lett. A 373, 2182 (2009)

    Article  ADS  Google Scholar 

  166. A. Nauts, R.E. Wyatt, Phys. Rev. Lett. 51, 2238 (1983)

    Article  ADS  Google Scholar 

  167. H. Tal-Ezer, R. Kosloff, J. Chem. Phys. 81, 3967 (1984)

    Article  ADS  Google Scholar 

  168. V.V. Dobrovitski, H.A.D. Raedt, Phys. Rev. E 67, 056702 (2003)

    Article  ADS  Google Scholar 

  169. J. Richter, T. Heitmann, R. Steinigeweg, SciPost Phys. 9, 031 (2020)

    Article  ADS  Google Scholar 

  170. J. Richter, D. Schubert, R. Steinigeweg, Phys. Rev. Res. 2, 013130 (2020)

    Article  Google Scholar 

  171. J. Richter, J. Herbrych, R. Steinigeweg, Phys. Rev. B 98, 134302 (2018)

    Article  ADS  Google Scholar 

  172. R. Steinigeweg, J. Herbrych, F. Pollmann, W. Brenig, Phys. Rev. B 94, 180401 (2016)

    Article  ADS  Google Scholar 

  173. D.J. Luitz, Y.B. Lev, Ann. Phys. (Berlin) 529, 1600350 (2017)

    Article  ADS  Google Scholar 

  174. R. Steinigeweg, A. Khodja, H. Niemeyer, C. Gogolin, J. Gemmer, Phys. Rev. Lett. 112, 130403 (2014)

    Article  ADS  Google Scholar 

  175. J. Wang, M.H. Lamann, J. Richter, R. Steinigeweg, A. Dymarsky, J. Gemmer, ar**v (2021). ar**v:2110.04085 [cond-mat.stat-mech]

    Google Scholar 

  176. D.A. Huse, R. Nandkishore, V. Oganesyan, A. Pal, S.L. Sondhi, Phys. Rev. B 88, 014206 (2013)

    Article  ADS  Google Scholar 

  177. A.C. Potter, R. Vasseur, Phys. Rev. B 94, 224206 (2016)

    Article  ADS  Google Scholar 

  178. Y. Li, M.P.A. Fisher, ar**v (2021). ar**v:2108.04274 [quant-ph]

    Google Scholar 

  179. C. Powers, L. Bassman, W.A. de Jong, ar**v (2021), ar**v:2109.01619 [quant-ph]

    Google Scholar 

  180. M. Motta, C. Sun, A.T.K. Tan, M.J. O’Rourke, E. Ye, A.J. Minnich, F.G.S. L. Brandão, G. K.-L. Chan, Nat. Phys. 16, 205 (2019)

    Article  Google Scholar 

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Acknowledgements

We acknowledge discussions with Sougato Bose, Matthew Fisher, Andrew Green, Michael Gullans, David Huse, Lluis Masanes, Jed Pixley, Robin Steinigeweg, Marcin Szyniszewski, Curt von Keyserlingk, and Brayden Ware. This work was funded by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (Grant agreement No. 853368).

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Lunt, O., Richter, J., Pal, A. (2022). Quantum Simulation Using Noisy Unitary Circuits and Measurements. In: Bayat, A., Bose, S., Johannesson, H. (eds) Entanglement in Spin Chains. Quantum Science and Technology. Springer, Cham. https://doi.org/10.1007/978-3-031-03998-0_10

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