A complete theory of the Clifford commutant
1Dahlem Center for Complex Quantum Systems, Freie Universität Berlin, 14195 Berlin, Germany
2Helmholtz-Zentrum Berlin für Materialien und Energie, Berlin, Germany
3Scuola Normale Superiore di Pisa, Piazza dei Cavalieri 7, IT-56126 Pisa, Italy
| Published: | 2026-07-22, volume 10, page 2171 |
| Editor: | Aaron Goldberg |
| Eprint: | arXiv:2504.12263v2 |
| Doi: | https://doi.org/10.22331/q-2026-07-22-2171 |
| Citation: | Quantum 10, 2171 (2026). |
Find this paper interesting or want to discuss? Scite or leave a comment on SciRate.
Abstract
The Clifford group plays a central role in quantum information science. It is the building block for many error-correcting schemes and matches the first three moments of the Haar measure over the unitary group-a property that is essential for a broad range of quantum algorithms, with applications in pseudorandomness, learning theory, benchmarking, and entanglement distillation. At the heart of understanding many properties of the Clifford group lies the Clifford commutant: the set of operators that commute with $k$-fold tensor powers of Clifford unitaries. Previous understanding of this commutant has been limited to relatively small values of $k$, constrained by the number of qubits $n$. In this work, we develop a complete theory of the Clifford commutant. Our first result provides an explicit orthogonal basis for the commutant and computes its dimension for arbitrary $n$ and $k$. We also introduce an alternative and easy-to-manipulate basis formed by isotropic sums of Pauli operators. We show that this basis is generated by products of permutations, which generate the unitary group commutant, and at most three other operators. Additionally, we develop a graphical calculus allowing a diagrammatic manipulation of elements of this basis. These results enable a wealth of applications: among others, we characterize all measurable magic measures and identify optimal strategies for stabilizer property testing, whose success probability also offers an operational interpretation to stabilizer entropies. Finally, we show that these results also generalize to multi-qudit systems with prime local dimension.
► BibTeX data
► References
[1] Scott Aaronson and Daniel Gottesman. Improved simulation of stabilizer circuits. Phys. Rev. A, 70: 052328, November 2004. 10.1103/PhysRevA.70.052328.
https://doi.org/10.1103/PhysRevA.70.052328
[2] Gerard Aguilar, Simon Cichy, Jens Eisert, and Lennart Bittel. Full classification of Pauli Lie algebras, 2024. URL https://arxiv.org/abs/2408.00081.
arXiv:2408.00081
[3] Eric R. Anschuetz, David Gamarnik, and Bobak T. Kiani. Bounds on the ground state energy of quantum $p$-spin Hamiltonians, 2024. 10.1007/s00220-025-05412-4.
https://doi.org/10.1007/s00220-025-05412-4
[4] Srinivasan Arunachalam and Arkopal Dutt. Polynomial-time tolerant testing stabilizer states, 2024. 10.1145/3717823.3718277.
https://doi.org/10.1145/3717823.3718277
[5] K. Audenaert, J. Eisert, E. Jané, M. B. Plenio, S. Virmani, and B. De Moor. Asymptotic relative entropy of entanglement. Phys. Rev. Lett., 87: 217902, 2001. 10.1103/PhysRevLett.87.217902.
https://doi.org/10.1103/PhysRevLett.87.217902
[6] Zongbo Bao, Philippe van Dordrecht, and Jonas Helsen. Tolerant testing of stabilizer states with a polynomial gap via a generalized uncertainty relation, 2024. 10.1145/3717823.3718201.
https://doi.org/10.1145/3717823.3718201
[7] Tomislav Begušić, Kasra Hejazi, and Garnet Kin-Lic Chan. Simulating quantum circuit expectation values by clifford perturbation theory, 2023. 10.1063/5.0269149.
https://doi.org/10.1063/5.0269149
[8] Christian Bertoni, Jonas Haferkamp, Marcel Hinsche, Marios Ioannou, Jens Eisert, and Hakop Pashayan. Shallow shadows: Expectation estimation using low-depth random Clifford circuits. Phys. Rev. Lett., 133: 020602, 2024. 10.1103/PhysRevLett.133.020602.
https://doi.org/10.1103/PhysRevLett.133.020602
[9] Rajendra Bhatia. Matrix Analysis, volume 169. Springer New York, 1997. 10.1007/978-1-4612-0653-8.
https://doi.org/10.1007/978-1-4612-0653-8
[10] Lennart Bittel, Jens Eisert, Lorenzo Leone, Antonio A. Mele, and Salvatore F.E. Oliviero. A complete theory of the Clifford commutant. Wolfram Community, Staff Picks, April 28, 2026. https://community.wolfram.com/groups/-/m/t/3707421.
https://community.wolfram.com/groups/-/m/t/3707421
[11] S. Boyd and L. Vanderberghe. Convex optimization. Cambridge University Press, Cambridge, 2004. 10.1017/CBO9780511804441.
https://doi.org/10.1017/CBO9780511804441
[12] Kaifeng Bu, Weichen Gu, and Arthur Jaffe. Stabilizer testing and magic entropy via Quantum Fourier Analysis, 2023. 10.1007/s00220-025-05421-3.
https://doi.org/10.1007/s00220-025-05421-3
[13] Earl T. Campbell and Dan E. Browne. Bound States for Magic State Distillation in Fault-Tolerant Quantum Computation. Phys. Rev. Lett., 104: 030503–030503, January 2010. 10.1103/PhysRevLett.104.030503.
https://doi.org/10.1103/PhysRevLett.104.030503
[14] Leonard Carlitz. Representations by skew forms in a finite field. Archiv der Mathematik, 5: 19–31, 1954. 10.1007/BF01899314.
https://doi.org/10.1007/BF01899314
[15] Sunil K. Chebolu and Keir Lockridge. Gaussian binomial coefficients in group theory, field theory, and topology, 2021. 10.1080/00029890.2022.2040320.
https://doi.org/10.1080/00029890.2022.2040320
[16] Sitan Chen, Weiyuan Gong, and Qi Ye. Optimal tradeoffs for estimating Pauli observables, 2024a. 10.1109/FOCS61266.2024.00072.
https://doi.org/10.1109/FOCS61266.2024.00072
[17] Sitan Chen, Weiyuan Gong, Qi Ye, and Zhihan Zhang. Stabilizer bootstrapping: A recipe for efficient agnostic tomography and magic estimation, 2024b. 10.1145/3717823.3718191.
https://doi.org/10.1145/3717823.3718191
[18] Eric Chitambar and Gilad Gour. Quantum resource theories. Rev. Mod. Phys., 91: 025001–025001, April 2019. 10.1103/RevModPhys.91.025001.
https://doi.org/10.1103/RevModPhys.91.025001
[19] Benoı̂t Collins. Moments and cumulants of polynomial random variables on unitary groups, the Itzykson-Zuber integral, and free probability. Int. Math. Res. Not., 2003 (17): 953–982, January 2003. 10.1155/S107379280320917X.
https://doi.org/10.1155/S107379280320917X
[20] Benoı̂t Collins and Piotr Śniady. Integration with Respect to the Haar Measure on Unitary, Orthogonal and Symplectic Group. Comm. Math. Phys., 264 (3): 773–795, June 2006. 10.1007/s00220-006-1554-3.
https://doi.org/10.1007/s00220-006-1554-3
[21] Raja Oktovin Parhasian Damanik. Optimality in stabilizer testing. Master of logic thesis, University of Amsterdam, Institute for Logic, Language and Computation (ILLC), 2018. URL https://eprints.illc.uva.nl/id/eprint/1622/.
https://eprints.illc.uva.nl/id/eprint/1622/
[22] Christoph Dankert. Efficient simulation of random quantum states and operators, 2005. URL https://arxiv.org/abs/quant-ph/0512217.
arXiv:quant-ph/0512217
[23] Christoph Dankert, Richard Cleve, Joseph Emerson, and Etera Livine. Exact and approximate unitary 2-designs and their application to fidelity estimation. Phys. Rev. A, 80: 012304–012304, July 2009. 10.1103/PhysRevA.80.012304.
https://doi.org/10.1103/PhysRevA.80.012304
[24] Jeroen Dehaene, Maarten Van den Nest, Bart De Moor, and Frank Verstraete. Local permutations of products of bell states and entanglement distillation. Phys. Rev. A, 67: 022310, February 2003. 10.1103/physreva.67.022310.
https://doi.org/10.1103/physreva.67.022310
[25] M. Van den Nest. Classical simulation of quantum computation, the Gottesman-Knill theorem, and slightly beyond, 2009. 10.26421/QIC10.3-4-6. URL https://arxiv.org/abs/0811.0898.
https://doi.org/10.26421/QIC10.3-4-6
arXiv:0811.0898
[26] N. L. Diaz, Diego García-Martín, Sujay Kazi, Martin Larocca, and M. Cerezo. Showcasing a barren plateau theory beyond the dynamical lie algebra, 2023. URL https://arxiv.org/abs/2310.11505.
arXiv:2310.11505
[27] David P. DiVincenzo, Debbie W. Leung, and Barbara M. Terhal. Quantum data hiding. IEEE Trans. Inf. Th., 48 (3): 580–598, 2002. 10.1109/18.985948.
https://doi.org/10.1109/18.985948
[28] Bryan Eastin and Emanuel Knill. Restrictions on transversal encoded quantum gate sets. Phys. Rev. Lett., 102: 110502, Mar 2009. 10.1103/PhysRevLett.102.110502.
https://doi.org/10.1103/PhysRevLett.102.110502
[29] Jens Eisert, Dominik Hangleiter, Nathan Walk, Ingo Roth, Damian Markham, Rhea Parekh, Ulysse Chabaud, and Elham Kashefi. Quantum certification and benchmarking. Nature Rev. Phys., 2 (7): 382–390, June 2020. ISSN 2522-5820. 10.1038/s42254-020-0186-4.
https://doi.org/10.1038/s42254-020-0186-4
[30] Andreas Elben, Steven T. Flammia, Hsin-Yuan Huang, Richard Kueng, John Preskill, Benoît Vermersch, and Peter Zoller. The randomized measurement toolbox. Nature Rev. Phys., 5 (1): 9–24, December 2022. ISSN 2522-5820. 10.1038/s42254-022-00535-2.
https://doi.org/10.1038/s42254-022-00535-2
[31] Steven T. Flammia and Joel J. Wallman. Efficient Estimation of Pauli Channels. ACM Trans. Quant. Comp., 1 (1): 1–32–1–32, dec 2020. 10.1145/3408039.
https://doi.org/10.1145/3408039
[32] William Fulton and Joe Harris. Representation Theory. Springer New York, 2004. 10.1007/978-1-4612-0979-9.
https://doi.org/10.1007/978-1-4612-0979-9
[33] Daniel Gottesman. Stabilizer Codes and Quantum Error Correction. PhD thesis, California Institute of Technology, 1997/january. 10.7907/RZR7-DT72. URL https://arxiv.org/abs/quant-ph/9705052.
https://doi.org/10.7907/RZR7-DT72
arXiv:quant-ph/9705052
[34] Daniel Gottesman. The Heisenberg representation of quantum computers, July 1998. URL https://arxiv.org/abs/quant-ph/9807006.
arXiv:quant-ph/9807006
[35] Sabee Grewal, Vishnu Iyer, William Kretschmer, and Daniel Liang. Improved stabilizer estimation via Bell difference sampling, April 2023. 10.1145/3618260.3649738.
https://doi.org/10.1145/3618260.3649738
[36] D. Gross, K. Audenaert, and J. Eisert. Evenly distributed unitaries: On the structure of unitary designs. J. Math. Phys., 48 (5), May 2007. 10.1063/1.2716992.
https://doi.org/10.1063/1.2716992
[37] David Gross, Sepehr Nezami, and Michael Walter. Schur–weyl duality for the clifford group with applications: Property testing, a robust hudson theorem, and de finetti representations. Comm. Math. Phys., 385 (3): 1325–1393, June 2021. ISSN 1432-0916. 10.1007/s00220-021-04118-7. URL http://dx.doi.org/10.1007/s00220-021-04118-7.
https://doi.org/10.1007/s00220-021-04118-7
[38] Andi Gu, Lorenzo Leone, Kenneth Goodenough, and Sumeet Khatri. Constant overhead entanglement distillation via scrambling, 2025. 10.1103/3q4z-llv8.
https://doi.org/10.1103/3q4z-llv8
[39] J. Haferkamp, F. Montealegre-Mora, M. Heinrich, J. Eisert, D. Gross, and I. Roth. Efficient Unitary Designs with a System-Size Independent Number of Non-Clifford Gates. Commun. Math. Phys., 397 (3): 995–1041, February 2023. ISSN 1432-0916. 10.1007/s00220-022-04507-6.
https://doi.org/10.1007/s00220-022-04507-6
[40] Dominik Hangleiter and Michael J. Gullans. Bell sampling from quantum circuits. Phys. Rev. Lett., 133 (2): 020601, July 2024. 10.1103/physrevlett.133.020601.
https://doi.org/10.1103/physrevlett.133.020601
[41] Aram W. Harrow. The church of the symmetric subspace, 2013. URL https://arxiv.org/abs/1308.6595.
arXiv:1308.6595
[42] Tobias Haug and M.S. Kim. Scalable measures of magic resource for quantum computers. PRX Quantum, 4: 010301, Jan 2023. 10.1103/PRXQuantum.4.010301.
https://doi.org/10.1103/PRXQuantum.4.010301
[43] Tobias Haug, Soovin Lee, and M. S. Kim. Efficient Quantum Algorithms for Stabilizer Entropies. Phys. Rev. Lett., 132 (24): 240602, June 2024. 10.1103/PhysRevLett.132.240602.
https://doi.org/10.1103/PhysRevLett.132.240602
[44] Markus Heinrich and David Gross. Robustness of Magic and Symmetries of the Stabiliser Polytope. Quantum, 3: 132–132, 2019. 10.22331/q-2019-04-08-132.
https://doi.org/10.22331/q-2019-04-08-132
[45] Jonas Helsen, Joel J. Wallman, and Stephanie Wehner. Representations of the multi-qubit Clifford group. J. Math. Phys., 59 (7): 072201–072201, 2018. 10.1063/1.4997688.
https://doi.org/10.1063/1.4997688
[46] Marcel Hinsche and Jonas Helsen. Single-copy stabilizer testing, 2024. 10.1145/3717823.3718169.
https://doi.org/10.1145/3717823.3718169
[47] Mark Howard and Earl Campbell. Application of a Resource Theory for Magic States to Fault-Tolerant Quantum Computing. Phys. Rev. Lett., 118: 090501–090501, March 2017. 10.1103/PhysRevLett.118.090501.
https://doi.org/10.1103/PhysRevLett.118.090501
[48] Cupjin Huang, Fang Zhang, Michael Newman, Junjie Cai, Xun Gao, Zhengxiong Tian, Junyin Wu, Haihong Xu, Huanjun Yu, Bo Yuan, et al. Classical simulation of quantum supremacy circuits, 2020a. URL https://arxiv.org/abs/2005.06787.
arXiv:2005.06787
[49] Hsin-Yuan Huang, Richard Kueng, and John Preskill. Predicting many properties of a quantum system from very few measurements. Nature Phys., 16 (10): 1050–1057, June 2020b. 10.1038/s41567-020-0932-7.
https://doi.org/10.1038/s41567-020-0932-7
[50] Robbie King, David Gosset, Robin Kothari, and Ryan Babbush. Triply efficient shadow tomography, 2024. 10.1103/PRXQuantum.6.010336.
https://doi.org/10.1103/PRXQuantum.6.010336
[51] Martin Kliesch and Ingo Roth. Theory of Quantum System Certification. PRX Quantum, 2: 010201–010201, January 2021. 10.1103/PRXQuantum.2.010201.
https://doi.org/10.1103/PRXQuantum.2.010201
[52] Tsit-Yuen Lam. Introduction to Quadratic Forms over Fields. American Mathematical Soc., 2005. 10.1090/gsm/067.
https://doi.org/10.1090/gsm/067
[53] Lorenzo Leone and Lennart Bittel. Stabilizer entropies are monotones for magic-state resource theory. Phys. Rev. A, 110: l040403, 2024. 10.1103/physreva.110.l040403.
https://doi.org/10.1103/physreva.110.l040403
[54] Lorenzo Leone, Salvatore F. E. Oliviero, You Zhou, and Alioscia Hamma. Quantum Chaos is Quantum. Quantum, 5: 453–453, May 2021. 10.22331/q-2021-05-04-453.
https://doi.org/10.22331/q-2021-05-04-453
[55] Lorenzo Leone, Salvatore F. E. Oliviero, and Alioscia Hamma. Stabilizer Rényi Entropy. Phys. Rev. Lett., 128: 050402–050402, February 2022. 10.1103/PhysRevLett.128.050402.
https://doi.org/10.1103/PhysRevLett.128.050402
[56] Zi-Wen Liu and Andreas Winter. Many-Body Quantum Magic. PRX Quantum, 3: 020333–020333, May 2022. 10.1103/PRXQuantum.3.020333.
https://doi.org/10.1103/PRXQuantum.3.020333
[57] Zi-Wen Liu, Seth Lloyd, Elton Zhu, and Huangjun Zhu. Entanglement, quantum randomness, and complexity beyond scrambling. JHEP, 2018 (7): 41–41, July 2018. 10.1007/JHEP07(2018)041.
https://doi.org/10.1007/JHEP07(2018)041
[58] Richard A. Low. Pseudo-randomness and learning in quantum computation, 2010. URL https://arxiv.org/abs/1006.5227.
arXiv:1006.5227
[59] Jessie MacWilliams. Orthogonal matrices over finite fields. Am. Math. Monthly, 76 (2): 152–164, 1969. ISSN 00029890, 19300972. 10.1080/00029890.1969.12000160.
https://doi.org/10.1080/00029890.1969.12000160
[60] Easwar Magesan, J. M. Gambetta, and Joseph Emerson. Scalable and robust randomized benchmarking of quantum processes. Phys. Rev. Lett., 106 (18): 180504, May 2011. 10.1103/physrevlett.106.180504.
https://doi.org/10.1103/physrevlett.106.180504
[61] Beatrice Magni, Alexios Christopoulos, Andrea De Luca, and Xhek Turkeshi. Anticoncentration in clifford circuits and beyond: From random tensor networks to pseudo-magic states, 2025. 10.1103/p8dn-glcw.
https://doi.org/10.1103/p8dn-glcw
[62] Antonio Anna Mele. Introduction to Haar Measure Tools in Quantum Information: A Beginner's Tutorial. Quantum, 8: 1340, May 2024. ISSN 2521-327X. 10.22331/q-2024-05-08-1340. URL http://dx.doi.org/10.22331/q-2024-05-08-1340.
https://doi.org/10.22331/q-2024-05-08-1340
[63] Daniel Miller, Kyano Levi, Lukas Postler, Alex Steiner, Lennart Bittel, Gregory A. L. White, Yifan Tang, Eric J. Kuehnke, Antonio A. Mele, Sumeet Khatri, Lorenzo Leone, Jose Carrasco, Christian D. Marciniak, Ivan Pogorelov, Milena Guevara-Bertsch, Robert Freund, Rainer Blatt, Philipp Schindler, Thomas Monz, Martin Ringbauer, and Jens Eisert. Experimental measurement and a physical interpretation of quantum shadow enumerators, 2024. 10.1103/8h3b-brg1. URL https://arxiv.org/abs/2408.16914.
https://doi.org/10.1103/8h3b-brg1
arXiv:2408.16914
[64] Ashley Montanaro and Ronald de Wolf. A survey of quantum property testing, 2018. 10.4086/toc.gs.2016.007.
https://doi.org/10.4086/toc.gs.2016.007
[65] Gabriele Nebe, E. M. Rains, and N. J. A. Sloane. The invariants of the Clifford groups, 2000. 10.1023/A:1011233615437.
https://doi.org/10.1023/A:1011233615437
[66] Gabriele Nebe, Eric M. Rains, and N. J. A. Sloane. Self-dual codes and invariant theory. Springer-Verlag, 2006. ISBN 354030729X. 10.1007/3-540-30731-1. URL http://dx.doi.org/10.1007/3-540-30731-1.
https://doi.org/10.1007/3-540-30731-1
[67] Michael A. Nielsen and Isaac L. Chuang. Quantum Computation and Quantum Information. Cambridge University Press, 2000.
[68] Salvatore F. E. Oliviero, Lorenzo Leone, and Alioscia Hamma. Transitions in entanglement complexity in random quantum circuits by measurements. Physics Letters A, 418: 127721–127721, 2021. 10.1016/j.physleta.2021.127721.
https://doi.org/10.1016/j.physleta.2021.127721
[69] Salvatore F. E. Oliviero, Lorenzo Leone, Alioscia Hamma, and Seth Lloyd. Measuring magic on a quantum processor. npj Quant. Inf., 8 (1): 1–8, December 2022. ISSN 2056-6387. 10.1038/s41534-022-00666-5.
https://doi.org/10.1038/s41534-022-00666-5
[70] Daniel A. Roberts and Beni Yoshida. Chaos and complexity by design. JHEP, 2017 (4): 121–121, April 2017. 10.1007/JHEP04(2017)121.
https://doi.org/10.1007/JHEP04(2017)121
[71] Thomas Schuster, Jonas Haferkamp, and Hsin-Yuan Huang. Random unitaries in extremely low depth, 2025. 10.1126/science.adv8590.
https://doi.org/10.1126/science.adv8590
[72] James R. Seddon and Earl T. Campbell. Quantifying magic for multi-qubit operations. Proc. Roy. Soc. A, 475 (2227): 20190251–20190251, 2019. 10.1098/rspa.2019.0251.
https://doi.org/10.1098/rspa.2019.0251
[73] Kaitlin N. Smith, Michael A. Perlin, Pranav Gokhale, Paige Frederick, David Owusu-Antwi, Richard Rines, Victory Omole, and Frederic T. Chong. Clifford-based circuit cutting for quantum simulation, 2023. 10.1145/3579371.3589352.
https://doi.org/10.1145/3579371.3589352
[74] Xhek Turkeshi, Emanuele Tirrito, and Piotr Sierant. Magic spreading in random quantum circuits. Nature Comm., 16: 2575, March 2025. 10.1038/s41467-025-57704-x.
https://doi.org/10.1038/s41467-025-57704-x
[75] Maarten Van den Nest, Jeroen Dehaene, and Bart De Moor. Invariants of the local clifford group. Physical Review A, 71 (2), February 2005. ISSN 1094-1622. 10.1103/physreva.71.022310. URL http://dx.doi.org/10.1103/PhysRevA.71.022310.
https://doi.org/10.1103/physreva.71.022310
[76] Victor Veitch, S. A. Hamed Mousavian, Daniel Gottesman, and Joseph Emerson. The resource theory of stabilizer quantum computation. New J. Phys., 16 (1): 013009–013009, January 2014. 10.1088/1367-2630/16/1/013009.
https://doi.org/10.1088/1367-2630/16/1/013009
[77] John Watrous. The Theory of Quantum Information. Cambridge University Press, April 2018. 10.1017/9781316848142.
https://doi.org/10.1017/9781316848142
[78] Zak Webb. The Clifford group forms a unitary 3-design. QIC, 16 (15&16): 1379–1400, November 2016. ISSN 15337146, 15337146. 10.26421/QIC16.15-16-8.
https://doi.org/10.26421/QIC16.15-16-8
[79] Don Weingarten. Asymptotic behavior of group integrals in the limit of infinite rank. J. Math. Phys., 19 (5): 999–1001, 1978. 10.1063/1.523807.
https://doi.org/10.1063/1.523807
[80] Reinhard F. Werner. Quantum states with einstein-podolsky-rosen correlations admitting a hidden-variable model. Phys. Rev. A, 40: 4277–4281, 1989. 10.1103/PhysRevA.40.4277.
https://doi.org/10.1103/PhysRevA.40.4277
[81] Maxwell West, Diego García-Martín, N. L. Diaz, M. Cerezo, and Martin Larocca. No-go theorems for sublinear-depth group designs, 2025. URL https://arxiv.org/abs/2506.16005.
arXiv:2506.16005
[82] Lin Zhang. Matrix integrals over unitary groups: An application of Schur-Weyl duality, 2024. URL https://arxiv.org/abs/1408.3782.
arXiv:1408.3782
[83] Huangjun Zhu. Multiqubit Clifford groups are unitary 3-designs. Phys. Rev. A, 96: 062336–062336, December 2017. 10.1103/PhysRevA.96.062336.
https://doi.org/10.1103/PhysRevA.96.062336
[84] Huangjun Zhu, Richard Kueng, Markus Grassl, and David Gross. The Clifford group fails gracefully to be a unitary 4-design, 2016b. URL https://arxiv.org/abs/1609.08172.
arXiv:1609.08172
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] Victor V. Albert and Philippe Faist, "Handbook of Error-Correcting Codes", arXiv:2606.11484, (2026).
[3] Hugo Lóio, Guglielmo Lami, Lorenzo Leone, Max McGinley, Xhek Turkeshi, and Jacopo De Nardis, "Quantum State Designs via Magic Teleportation", arXiv:2510.13950, (2025).
[4] Piotr Sierant, Paolo Stornati, and Xhek Turkeshi, "Fermionic Magic Resources of Quantum Many-Body Systems", PRX Quantum 7 1, 010302 (2026).
[5] Fabian Ballar Trigueros and José Antonio Marín Guzmán, "Nonstabilizerness and Error Resilience in Noisy Quantum Circuits", Physical Review Letters 136 24, 240602 (2026).
[6] Lorenzo Leone, Salvatore F. E. Oliviero, Alioscia Hamma, Jens Eisert, and Lennart Bittel, "Non-Clifford Cost of Random Unitaries", PRX Quantum 7 2, 020321 (2026).
[7] Beatrice Magni, Alexios Christopoulos, Andrea De Luca, and Xhek Turkeshi, "Anticoncentration in Clifford Circuits and Beyond: From Random Tensor Networks to Pseudomagic States", Physical Review X 15 3, 031071 (2025).
[8] Daniele Iannotti, Lorenzo Campos Venuti, and Alioscia Hamma, "Van Hove singularities in stabilizer entropy densities", Journal of Physics A Mathematical General 59 7, 075301 (2026).
[9] Piotr Sierant and Xhek Turkeshi, "Theory of Magic Phase Transitions in Encoding-Decoding Circuits", arXiv:2603.00235, (2026).
[10] Lennart Bittel and Lorenzo Leone, "Operational interpretation of the Stabilizer Entropy", Quantum 10, 2069 (2026).
[11] Beatrice Magni and Xhek Turkeshi, "Quantum Complexity and Chaos in Many-Qudit Doped Clifford Circuits", Quantum 9, 1956 (2025).
[12] William Kretschmer, Sabee Grewal, Matthew DeCross, Justin A. Gerber, Kevin Gilmore, Dan Gresh, Nicholas Hunter-Jones, Karl Mayer, Brian Neyenhuis, David Hayes, and Scott Aaronson, "Demonstrating an unconditional separation between quantum and classical information resources", arXiv:2509.07255, (2025).
[13] Neil Dowling, Jacopo De Nardis, Markus Heinrich, Xhek Turkeshi, and Silvia Pappalardi, "Free Independence and Unitary Design from Random Matrix Product Unitaries", arXiv:2508.00051, (2025).
[14] Piotr Sierant, Xhek Turkeshi, and Poetri Sonya Tarabunga, "Theory of the Matchgate Commutant", arXiv:2603.12392, (2026).
[15] Wai-Keong Mok, Tobias Haug, Wen Wei Ho, and John Preskill, "Nature is stingy: Universality of Scrooge ensembles in quantum many-body systems", arXiv:2601.00266, (2026).
[16] Zhenyu Du, Yifan Tang, Andreas Elben, Ingo Roth, Jens Eisert, and Zhenhuan Liu, "Optimal Randomized Measurements for a Family of Nonlinear Quantum Properties", PRX Quantum 7 1, 010360 (2026).
[17] Lennart Bittel and Lorenzo Leone, "Adaptively Secure Unitary Designs with Constant Non-Clifford Cost", Physical Review Letters 136 21, 210802 (2026).
[18] Marco Lastres, Frank Pollmann, and Sanjay Moudgalya, "Nonuniversality from conserved superoperators in unitary circuits", Physical Review B 113 1, 014310 (2026).
[19] Soumik Ghosh, Dominik Hangleiter, and Jonas Helsen, "Random Regular Graph States Are Complex at Almost Any Depth", PRX Quantum 6 4, 040344 (2025).
[20] Daniel Miller, Kyano Levi, Lukas Postler, Alex Steiner, Lennart Bittel, Gregory A. L. White, Yifan Tang, Eric J. Kuehnke, Antonio A. Mele, Sumeet Khatri, Lorenzo Leone, Jose Carrasco, Christian D. Marciniak, Ivan Pogorelov, Milena Guevara-Bertsch, Robert Freund, Rainer Blatt, Philipp Schindler, Thomas Monz, Martin Ringbauer, and Jens Eisert, "Experimental measurement and a physical interpretation of quantum shadow enumerators", Physical Review Research 8 2, 023318 (2026).
[21] Maxwell West, Diego García-Martín, N. L. Diaz, M. Cerezo, and Martin Larocca, "No-go theorems for sublinear-depth group designs", arXiv:2506.16005, (2025).
[22] Beatrice Magni, Markus Heinrich, Lorenzo Leone, and Xhek Turkeshi, "Anticoncentration and state design of doped real Clifford circuits and tensor networks", Physical Review A 113 6, 062446 (2026).
[23] Paolo Braccia, N. L. Diaz, Martin Larocca, M. Cerezo, and Diego García-Martín, "The commutant of fermionic Gaussian unitaries", arXiv:2603.19210, (2026).
[24] Emanuel Dallas and Paolo Zanardi, "Nonlocal nonstabilizerness generation and information scrambling in noisy Clifford circuits", Physical Review A 113 4, 042429 (2026).
[25] Marco Lastres and Sanjay Moudgalya, "Geometry of Free Fermion Commutants", arXiv:2604.05031, (2026).
[26] Federico Gerbino, Donghoon Kim, Guido Giachetti, Andrea De Luca, and Xhek Turkeshi, "Universal purification dynamics in real non-unitary quantum processes", arXiv:2603.10751, (2026).
[27] Xiangran Zhang, Jue Xu, Qi Zhao, and You Zhou, "Taming Trotter Errors with Quantum Resources", arXiv:2604.13486, (2026).
[28] Nikhil Bansal, Matthias C. Caro, and Gaurav Mahajan, "Cloning is as Hard as Learning for Stabilizer States", arXiv:2604.15269, (2026).
[29] Yifan Tang, Chengkai Zhu, Yuzhen Zhang, Jens Eisert, Zi-Wen Liu, Ingo Roth, Otfried Gühne, Xin Wang, and Zhenhuan Liu, "Witness expansion: A unified framework for analytical and measurable mixed-state resource detection", arXiv:2606.27105, (2026).
[30] Aaron Z. Goldberg, "Stabilizers may be poor bounds for fidelities", arXiv:2512.14811, (2025).
[31] Gianluca Esposito, Michele Viscardi, and Alioscia Hamma, "Stabilizer entropy is trustworthy for mixed states", arXiv:2606.29443, (2026).
[32] Keming He, Enji Xiong, and Xin Wang, "A Nonstabilizerness Resource Law for Universal Quantum State Purification", arXiv:2607.08626, (2026).
The above citations are from SAO/NASA ADS (last updated successfully 2026-07-22 12:50:47). The list may be incomplete as not all publishers provide suitable and complete citation data.
Could not fetch Crossref cited-by data during last attempt 2026-07-22 12:50:42: Could not fetch cited-by data for 10.22331/q-2026-07-22-2171 from Crossref. This is normal if the DOI was registered recently.
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.