Back to News
quantum-computing

Simple logical quantum computation with concatenated symplectic double codes

Noah Berthusen and Elijah Durso-Sabina
Loading...
25 min read
0 likes
⚡ Quantum Brief
AbstractThere have been significant recent advances in constructing theoretical and practical quantum error correcting codes that function well as quantum memories; however, performing fault-tolerant logical gates on these codes is less studied, and the protocols that do exist often require significant complexity. Building off the symplectic double construction, we investigate concatenated symplectic double codes, which have a rich set of logical gates implementable using only physical single-qubit gates and qubit relabeling. Combined with injected fold-transversal gates, the full Clifford group on a single codeblock is achieved through a functionally simple circuit.
AI Audio Summary
0:00 / 0:00
Click to play
figure-25.webp
Quantum News · Media Library

AbstractThere have been significant recent advances in constructing theoretical and practical quantum error correcting codes that function well as quantum memories; however, performing fault-tolerant logical gates on these codes is less studied, and the protocols that do exist often require significant complexity. Building off the symplectic double construction, we investigate concatenated symplectic double codes, which have a rich set of logical gates implementable using only physical single-qubit gates and qubit relabeling. Combined with injected fold-transversal gates, the full Clifford group on a single codeblock is achieved through a functionally simple circuit. We perform circuit-level simulations of state preparation and quantum error correction on these codes and show that they have promising performance at near state-of-the-art physical error rates. As such, we argue that concatenated symplectic double codes are strong contenders as the underlying computational code on medium- to large-scale quantum computers.Popular summaryQuantum error correction faces an awkward tradeoff: a code can be excellent at preserving quantum information yet cumbersome to compute with. Once information is spread across many physical qubits, even simple logical operations can require elaborate fault-tolerant circuits. Here we explore a family of codes that uses symmetry to reduce this complexity. Many logical operations can be carried out using only simple single-qubit gates and permutations of the physical qubits–operations that may be especially natural in platforms where qubits can be moved or dynamically reconnected. This makes a large class of protected computations unusually inexpensive: with occasional additional resource states, Clifford operations within a code block can be performed with little more complexity than the error correction already needed to keep the information safe. Our simulations indicate that small examples can retain competitive error-correction performance despite this computational simplicity. More broadly, the work suggests a different route to fault tolerance in which instead of building complicated circuitry for every logical gate, one can design the code so that useful computation is built into its symmetries.► BibTeX data@article{Berthusen2026simplelogical, doi = {10.22331/q-2026-08-19-2195}, url = {https://doi.org/10.22331/q-2026-08-19-2195}, title = {Simple logical quantum computation with concatenated symplectic double codes}, author = {Berthusen, Noah and Durso-Sabina, Elijah}, journal = {{Quantum}}, issn = {2521-327X}, publisher = {{Verein zur F{\"{o}}rderung des Open Access Publizierens in den Quantenwissenschaften}}, volume = {10}, pages = {2195}, month = aug, year = {2026} }► References [1] Daniel Gottesman. Stabilizer codes and quantum error correction. arXiv preprint arXiv:quant-ph/​9705052, 1997. URL https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9705052. https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9705052 arXiv:quant-ph/9705052 [2] S. B. Bravyi and A. Yu. Kitaev. Quantum codes on a lattice with boundary. arXiv prerpint arXiv:quant-ph/​9811052, 1998. URL https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9811052. https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9811052 arXiv:quant-ph/9811052 [3] A.Yu. Kitaev. Fault-tolerant quantum computation by anyons. Annals of Physics, 303 (1): 2–30, January 2003. URL http:/​/​dx.doi.org/​10.1016/​S0003-4916(02)00018-0. https:/​/​doi.org/​10.1016/​S0003-4916(02)00018-0 [4] Nikolas P. Breuckmann and Jens Niklas Eberhardt. Quantum low-density parity-check codes. PRX Quantum, 2: 040101, Oct 2021. URL https:/​/​doi.org/​10.1103/​PRXQuantum.2.040101. https:/​/​doi.org/​10.1103/​PRXQuantum.2.040101 [5] Emanuel Knill, Raymond Laflamme, and Wojciech H. Zurek. Resilient quantum computation: error models and thresholds. Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, 454 (1969): 365–384, January 1998. URL http:/​/​dx.doi.org/​10.1098/​rspa.1998.0166. https:/​/​doi.org/​10.1098/​rspa.1998.0166 [6] D. Aharonov and M. Ben-Or. Fault-tolerant quantum computation with constant error. In Proceedings of the 29th Annual ACM Symposium on Theory of Computing, page 176–188. Association for Computing Machinery, 1997. URL https:/​/​doi.org/​10.1137/​S0097539799359385. https:/​/​doi.org/​10.1137/​S0097539799359385 [7] Grace M. Sommers, Michael Foss-Feig, David Hayes, David A. Huse, and Michael J. Gullans. Observation of a fault tolerance threshold with concatenated codes. arXiv preprint arXiv:2506.00579, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2506.00579. https:/​/​doi.org/​10.48550/​arXiv.2506.00579 arXiv:2506.00579 [8] Hayato Goto. High-performance fault-tolerant quantum computing with many-hypercube codes. Science Advances, 10 (36), September 2024. URL http:/​/​dx.doi.org/​10.1126/​sciadv.adp6388. https:/​/​doi.org/​10.1126/​sciadv.adp6388 [9] Hayata Yamasaki and Masato Koashi. Time-efficient constant-space-overhead fault-tolerant quantum computation. Nature Physics, 20 (2): 247–253, January 2024. URL http:/​/​dx.doi.org/​10.1038/​s41567-023-02325-8. https:/​/​doi.org/​10.1038/​s41567-023-02325-8 [10] Satoshi Yoshida, Shiro Tamiya, and Hayata Yamasaki. Concatenate codes, save qubits. npj Quantum Information, 11 (1), May 2025. URL http:/​/​dx.doi.org/​10.1038/​s41534-025-01035-8. https:/​/​doi.org/​10.1038/​s41534-025-01035-8 [11] Alexander J. Malcolm, Andrew N. Glaudell, Patricio Fuentes, Daryus Chandra, Alexis Schotte, Colby DeLisle, Rafael Haenel, Amir Ebrahimi, Joschka Roffe, Armanda O. Quintavalle, Stefanie J. Beale, Nicholas R. Lee-Hone, and Stephanie Simmons. Computing efficiently in QLDPC codes. arXiv preprint arXiv:2502.07150, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2502.07150. https:/​/​doi.org/​10.48550/​arXiv.2502.07150 arXiv:2502.07150 [12] Sergey Bravyi, Andrew W. Cross, Jay M. Gambetta, Dmitri Maslov, Patrick Rall, and Theodore J. Yoder. High-threshold and low-overhead fault-tolerant quantum memory. Nature, 627: 778–782, 2024. https:/​/​doi.org/​10.1038/​s41586-024-07107-7 [13] Alexander Cowtan and Simon Burton. CSS code surgery as a universal construction. Quantum, 8: 1344, May 2024. URL http:/​/​dx.doi.org/​10.22331/​q-2024-05-14-1344. https:/​/​doi.org/​10.22331/​q-2024-05-14-1344 [14] Andrew Cross, Zhiyang He, Patrick Rall, and Theodore Yoder. Improved QLDPC surgery: Logical measurements and bridging codes. arXiv preprint arXiv:2407.18393, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2407.18393. https:/​/​doi.org/​10.48550/​arXiv.2407.18393 arXiv:2407.18393 [15] Madelyn Cain, Chen Zhao, Hengyun Zhou, Nadine Meister, J.

Pablo Bonilla Ataides, Arthur Jaffe, Dolev Bluvstein, and Mikhail D. Lukin. Correlated decoding of logical algorithms with transversal gates. Phys. Rev. Lett., 133: 240602, Dec 2024. URL https:/​/​doi.org/​10.1103/​PhysRevLett.133.240602. https:/​/​doi.org/​10.1103/​PhysRevLett.133.240602 [16] Guo Zheng, Liang Jiang, and Qian Xu. High-rate surgery: towards constant-overhead logical operations. arXiv preprint arXiv:2510.08523, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2510.08523. https:/​/​doi.org/​10.48550/​arXiv.2510.08523 arXiv:2510.08523 [17] Noah Berthusen, Shi Jie Samuel Tan, Eric Huang, and Daniel Gottesman. Adaptive syndrome extraction. PRX Quantum, 6: 030307, Jul 2025a. URL https:/​/​doi.org/​10.1103/​ps3r-wf84. https:/​/​doi.org/​10.1103/​ps3r-wf84 [18] Nikolas P. Breuckmann and Simon Burton. Fold-transversal clifford gates for quantum codes. Quantum, 8: 1372, June 2024. URL http:/​/​dx.doi.org/​10.22331/​q-2024-06-13-1372. https:/​/​doi.org/​10.22331/​q-2024-06-13-1372 [19] Simon Burton, Elijah Durso-Sabina, and Natalie C. Brown. Genons, double covers and fault-tolerant clifford gates. arXiv preprint arXiv:2406.09951, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2406.09951. https:/​/​doi.org/​10.48550/​arXiv.2406.09951 arXiv:2406.09951 [20] Lev Vaidman, Lior Goldenberg, and Stephen Wiesner. Error prevention scheme with four particles. Phys. Rev. A, 54 (3): R1745–R1748, September 1996. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.54.R1745. https:/​/​doi.org/​10.1103/​PhysRevA.54.R1745 [21] M. Grassl, Th. Beth, and T. Pellizzari. Codes for the quantum erasure channel. Phys. Rev. A, 56 (1): 33–38, July 1997. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.56.33. https:/​/​doi.org/​10.1103/​PhysRevA.56.33 [22] Dolev Bluvstein, Simon J. Evered, Alexandra A. Geim, Sophie H. Li, Hengyun Zhou, Tom Manovitz, Sepehr Ebadi, Madelyn Cain, Marcin Kalinowski, Dominik Hangleiter, et al. Logical quantum processor based on reconfigurable atom arrays. Nature, 626: 58–65, December 2024. URL http:/​/​dx.doi.org/​10.1038/​s41586-023-06927-3. https:/​/​doi.org/​10.1038/​s41586-023-06927-3 [23] S.A. Moses, C.H. Baldwin, M.S. Allman, R. Ancona, L. Ascarrunz, C. Barnes, J. Bartolotta, B. Bjork, P. Blanchard, M. Bohn, J.G. Bohnet, N.C. Brown, et al. A race-track trapped-ion quantum processor. Phys. Rev. X, 13 (4), December 2023. URL http:/​/​dx.doi.org/​10.1103/​PhysRevX.13.041052. https:/​/​doi.org/​10.1103/​PhysRevX.13.041052 [24] Hasan Sayginel, Stergios Koutsioumpas, Mark Webster, Abhishek Rajput, and Dan E. Browne. Fault-tolerant logical clifford gates from code automorphisms. PRX Quantum, 6: 030343, Sep 2025. URL https:/​/​doi.org/​10.1103/​vf7v-cpq9. https:/​/​doi.org/​10.1103/​vf7v-cpq9 [25] Ben Criger and Barbara Terhal. Noise thresholds for the [[4,2,2]]-concatenated toric code. Quantum Information and Computation, 16 (15-16), November 2016. URL http:/​/​dx.doi.org/​10.26421/​QIC16.15-16. https:/​/​doi.org/​10.26421/​QIC16.15-16 [26] Sergey Bravyi, Barbara M Terhal, and Bernhard Leemhuis. Majorana fermion codes. New Journal of Physics, 12 (8): 083039, August 2010a. URL http:/​/​dx.doi.org/​10.1088/​1367-2630/​12/​8/​083039. https:/​/​doi.org/​10.1088/​1367-2630/​12/​8/​083039 [27] Raymond Laflamme, Cesar Miquel, Juan Pablo Paz, and Wojciech Hubert Zurek. Perfect quantum error correction code. arXiv preprint arXiv:quant-ph/​9602019, 1996. URL https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9602019. https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9602019 arXiv:quant-ph/9602019 [28] Daniel Gottesman. Class of quantum error-correcting codes saturating the quantum hamming bound. Phys. Rev. A, 54 (3): 1862–1868, September 1996. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.54.1862. https:/​/​doi.org/​10.1103/​PhysRevA.54.1862 [29] Naoyuki Kanomata and Hayato Goto. Fault-tolerant quantum computing with a high-rate symplectic double code. arXiv preprint arXiv:2509.15457, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2509.15457. https:/​/​doi.org/​10.48550/​arXiv.2509.15457 arXiv:2509.15457 [30] J.

Pablo Bonilla Ataides, David K. Tuckett, Stephen D. Bartlett, Steven T. Flammia, and Benjamin J. Brown. The XZZX surface code. Nature Communications, 12 (1), April 2021. URL http:/​/​dx.doi.org/​10.1038/​s41467-021-22274-1. https:/​/​doi.org/​10.1038/​s41467-021-22274-1 [31] Jonathan E. Moussa. Transversal clifford gates on folded surface codes. Phys. Rev. A, 94: 042316, Oct 2016. URL https:/​/​doi.org/​10.1103/​PhysRevA.94.042316. https:/​/​doi.org/​10.1103/​PhysRevA.94.042316 [32] Armanda O. Quintavalle, Paul Webster, and Michael Vasmer. Partitioning qubits in hypergraph product codes to implement logical gates. Quantum, 7: 1153, October 2023. URL http:/​/​dx.doi.org/​10.22331/​q-2023-10-24-1153. https:/​/​doi.org/​10.22331/​q-2023-10-24-1153 [33] GAP – Groups, Algorithms, and Programming, Version 4.14.0. The GAP Group, 2024. URL https:/​/​www.gap-system.org. https:/​/​www.gap-system.org [34] Hasan Sayginel. autqec (Logical Clifford Gates from Code Automorphisms). https:/​/​github.com/​hsayginel/​autqec, August 2024. https:/​/​github.com/​hsayginel/​autqec [35] Noah Berthusen, Michael J. Gullans, Yifan Hong, Maryam Mudassar, and Shi Jie Samuel Tan. Automorphism gadgets in homological product codes. arXiv preprint arXiv:2508.04794, 2025b. URL https:/​/​doi.org/​10.48550/​arXiv.2508.04794. https:/​/​doi.org/​10.48550/​arXiv.2508.04794 arXiv:2508.04794 [36] Markus Grassl and Martin Roetteler. Leveraging automorphisms of quantum codes for fault-tolerant quantum computation. In 2013 IEEE International Symposium on Information Theory, page 534–538. IEEE, July 2013. URL http:/​/​dx.doi.org/​10.1109/​ISIT.2013.6620283. https:/​/​doi.org/​10.1109/​ISIT.2013.6620283 [37] Theerapat Tansuwannont, Tim Chan, and Ryuji Takagi. Construction of the full logical clifford group for high-rate quantum reed-muller codes using only transversal and fold-transversal gates. arXiv preprint arXiv:2602.09788, 2026. URL https:/​/​doi.org/​10.48550/​arXiv.2602.09788. https:/​/​doi.org/​10.48550/​arXiv.2602.09788 arXiv:2602.09788 [38] J. Leon. Computing automorphism groups of error-correcting codes. IEEE Transactions on Information Theory, 28 (3): 496–511, 1982. URL https:/​/​doi.org/​10.1109/​TIT.1982.1056498. https:/​/​doi.org/​10.1109/​TIT.1982.1056498 [39] Tommi Junttila and Petteri Kaski. Conflict propagation and component recursion for canonical labeling.

In Alberto Marchetti-Spaccamela and Michael Segal, editors, Theory and Practice of Algorithms in (Computer) Systems – First International ICST Conference, TAPAS 2011, Rome, Italy, April 18–20, 2011. Proceedings, volume 6595 of Lecture Notes in Computer Science, pages 151–162. Springer, 2011. URL https:/​/​doi.org/​10.1007/​978-3-642-19754-3_16. https:/​/​doi.org/​10.1007/​978-3-642-19754-3_16 [40] Xinlan Zhou, Debbie W. Leung, and Isaac L. Chuang. Methodology for quantum logic gate construction. Phys. Rev. A, 62: 052316, Oct 2000. URL https:/​/​doi.org/​10.1103/​PhysRevA.62.052316. https:/​/​doi.org/​10.1103/​PhysRevA.62.052316 [41] Esha Swaroop, Tomas Jochym-O'Connor, and Theodore J. Yoder. Universal adapters between quantum ldpc codes. arXiv preprint arXiv:2410.03628, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2410.03628. https:/​/​doi.org/​10.48550/​arXiv.2410.03628 arXiv:2410.03628 [42] Eric Dennis, Alexei Kitaev, Andrew Landahl, and John Preskill. Topological quantum memory. Journal of Mathematical Physics, 43 (9): 4452–4505, September 2002. URL http:/​/​dx.doi.org/​10.1063/​1.1499754. https:/​/​doi.org/​10.1063/​1.1499754 [43] A. Paetznick, M. P. da Silva, C. Ryan-Anderson, J. M. Bello-Rivas, J. P. Campora III, A. Chernoguzov, J. M. Dreiling, C. Foltz, F. Frachon, J. P. Gaebler, et al. Demonstration of logical qubits and repeated error correction with better-than-physical error rates. arXiv preprint arXiv:2404.02280, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2404.02280. https:/​/​doi.org/​10.48550/​arXiv.2404.02280 arXiv:2404.02280 [44] Ben W Reichardt. Fault-tolerant quantum error correction for steane’s seven-qubit color code with few or no extra qubits. Quantum Science and Technology, 6 (1): 015007, November 2020. URL http:/​/​dx.doi.org/​10.1088/​2058-9565/​abc6f4. https:/​/​doi.org/​10.1088/​2058-9565/​abc6f4 [45] Rui Chao and Ben W. Reichardt. Fault-tolerant quantum computation with few qubits. npj Quantum Information, 4 (1), 2018. URL http:/​/​dx.doi.org/​10.1038/​s41534-018-0085-z. https:/​/​doi.org/​10.1038/​s41534-018-0085-z [46] Diego Forlivesi and David Amaro. Flag at origin: a modular fault-tolerant preparation for CSS codes. arXiv:2508.14200, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2508.14200. https:/​/​doi.org/​10.48550/​arXiv.2508.14200 arXiv:2508.14200 [47] Hector Bombin. Single-shot fault-tolerant quantum error correction. Phys. Rev. X, 5: 031043, Sep 2015. URL https:/​/​doi.org/​10.1103/​PhysRevX.5.031043. https:/​/​doi.org/​10.1103/​PhysRevX.5.031043 [48] A. M. Steane. Active stabilization, quantum computation, and quantum state synthesis. Phys. Rev. Lett., 78: 2252–2255, Mar 1997. URL https:/​/​doi.org/​10.1103/​PhysRevLett.78.2252. https:/​/​doi.org/​10.1103/​PhysRevLett.78.2252 [49] Sergey Bravyi and Alexei Kitaev. Universal quantum computation with ideal clifford gates and noisy ancillas. Phys. Rev. A, 71: 022316, Feb 2005. URL https:/​/​doi.org/​10.1103/​PhysRevA.71.022316. https:/​/​doi.org/​10.1103/​PhysRevA.71.022316 [50] Jonas T. Anderson, Guillaume Duclos-Cianci, and David Poulin. Fault-tolerant conversion between the steane and reed-muller quantum codes. Phys. Rev. Lett., 113 (8), August 2014. URL http:/​/​dx.doi.org/​10.1103/​PhysRevLett.113.080501. https:/​/​doi.org/​10.1103/​PhysRevLett.113.080501 [51] Craig Gidney, Noah Shutty, and Cody Jones. Magic state cultivation: growing T states as cheap as CNOT gates. arXiv:2409.17595, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2409.17595. https:/​/​doi.org/​10.48550/​arXiv.2409.17595 arXiv:2409.17595 [52] Hayato Goto. Minimizing resource overheads for fault-tolerant preparation of encoded states of the steane code. Scientific Reports, 6 (1): 19578, Jan 2016. URL https:/​/​doi.org/​10.1038/​srep19578. https:/​/​doi.org/​10.1038/​srep19578 [53] Yutaka Hirano, Tomohiro Itogawa, and Keisuke Fujii. Leveraging zero-level distillation to generate high-fidelity magic states. In 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), volume 01, pages 843–853, 2024. URL https:/​/​doi.org/​10.1109/​QCE60285.2024.00104. https:/​/​doi.org/​10.1109/​QCE60285.2024.00104 [54] Tomohiro Itogawa, Yugo Takada, Yutaka Hirano, and Keisuke Fujii. Efficient magic state distillation by zero-level distillation. PRX Quantum, 6: 020356, Jun 2025. URL https:/​/​doi.org/​10.1103/​thxx-njr6. https:/​/​doi.org/​10.1103/​thxx-njr6 [55] Riddhi S. Gupta, Neereja Sundaresan, Thomas Alexander, Christopher J. Wood, Seth T. Merkel, Michael B. Healy, Marius Hillenbrand, Tomas Jochym-O'Connor, James R. Wootton, Theodore J. Yoder, Andrew W. Cross, Maika Takita, and Benjamin J. Brown. Encoding a magic state with beyond break-even fidelity. Nature, 625 (7994): 259–263, Jan 2024. URL https:/​/​doi.org/​10.1038/​s41586-023-06846-3. https:/​/​doi.org/​10.1038/​s41586-023-06846-3 [56] Pavel Panteleev and Gleb Kalachev. Degenerate quantum ldpc codes with good finite length performance. Quantum, 5: 585, November 2021. URL http:/​/​dx.doi.org/​10.22331/​q-2021-11-22-585. https:/​/​doi.org/​10.22331/​q-2021-11-22-585 [57] Joschka Roffe, David R. White, Simon Burton, and Earl Campbell. Decoding across the quantum low-density parity-check code landscape. Phys. Rev. Res., 2: 043423, Dec 2020. URL https:/​/​doi.org/​10.1103/​PhysRevResearch.2.043423. https:/​/​doi.org/​10.1103/​PhysRevResearch.2.043423 [58] Joschka Roffe. LDPC: Python tools for low density parity check codes, 2022. URL https:/​/​pypi.org/​project/​ldpc/​. https:/​/​pypi.org/​project/​ldpc/​ [59] E. Knill. Quantum computing with realistically noisy devices. Nature, 434: 39–44, 2005. URL https:/​/​doi.org/​10.1038/​nature03350. https:/​/​doi.org/​10.1038/​nature03350 [60] David Poulin. Optimal and efficient decoding of concatenated quantum block codes. Phys. Rev. A, 74 (5), November 2006. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.74.052333. https:/​/​doi.org/​10.1103/​PhysRevA.74.052333 [61] Craig Gidney. Stim: a fast stabilizer circuit simulator. Quantum, 5: 497, July 2021. URL http:/​/​dx.doi.org/​10.22331/​q-2021-07-06-497. https:/​/​doi.org/​10.22331/​q-2021-07-06-497 [62] David Aasen, Matthew B. Hastings, Vadym Kliuchnikov, Juan M. Bello-Rivas, Adam Paetznick, Rui Chao, Ben W. Reichardt, Matt Zanner, Marcus P. da Silva, Zhenghan Wang, and Krysta M. Svore. A topologically fault-tolerant quantum computer with four dimensional geometric codes. arXiv preprint arXiv:2506.15130, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2506.15130. https:/​/​doi.org/​10.48550/​arXiv.2506.15130 arXiv:2506.15130 [63] Qian Xu, J.

Pablo Bonilla Ataides, Christopher A. Pattison, Nithin Raveendran, Dolev Bluvstein, Jonathan Wurtz, Bane Vasic, Mikhail D. Lukin, Liang Jiang, and Hengyun Zhou. Constant-overhead fault-tolerant quantum computation with reconfigurable atom arrays. Nat. Phys., 20: 1084–1090, 2024. URL https:/​/​doi.org/​10.1038/​s41567-024-02479-z. https:/​/​doi.org/​10.1038/​s41567-024-02479-z [64] Sergey Bravyi, David Poulin, and Barbara Terhal. Tradeoffs for reliable quantum information storage in 2d systems. Phys. Rev. Lett., 104 (5), February 2010b. URL http:/​/​dx.doi.org/​10.1103/​PhysRevLett.104.050503. https:/​/​doi.org/​10.1103/​PhysRevLett.104.050503 [65] Ben W. Reichardt, David Aasen, and Rui Chao. Fire and ice: Partially fault-tolerant quantum computing with selective state filtering. arXiv preprint arXiv:2605.15344, 2026. URL https:/​/​doi.org/​10.48550/​arXiv.2605.15344. https:/​/​doi.org/​10.48550/​arXiv.2605.15344 arXiv:2605.15344 [66] Qian Xu, Hengyun Zhou, Guo Zheng, Dolev Bluvstein, J.

Pablo Bonilla Ataides, Mikhail D. Lukin, and Liang Jiang. Fast and parallelizable logical computation with homological product codes. Phys. Rev. X, 15: 021065, May 2025. URL https:/​/​doi.org/​10.1103/​PhysRevX.15.021065. https:/​/​doi.org/​10.1103/​PhysRevX.15.021065 [67] Ben W. Reichardt, David Aasen, Rui Chao, Alex Chernoguzov, Wim van Dam, John P. Gaebler, Dan Gresh, Dominic Lucchetti, Michael Mills, Steven A. Moses, et al. Demonstration of quantum computation and error correction with a tesseract code. arXiv preprint arXiv:2409.04628, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2409.04628. https:/​/​doi.org/​10.48550/​arXiv.2409.04628 arXiv:2409.04628 [68] Yifan Hong, Elijah Durso-Sabina, David Hayes, and Andrew Lucas. Entangling four logical qubits beyond break-even in a nonlocal code. Phys. Rev. Lett., 133 (18), October 2024. URL http:/​/​dx.doi.org/​10.1103/​PhysRevLett.133.180601. https:/​/​doi.org/​10.1103/​PhysRevLett.133.180601 [69] Theodore J. Yoder, Eddie Schoute, Patrick Rall, Emily Pritchett, Jay M. Gambetta, Andrew W. Cross, Malcolm Carroll, and Michael E. Beverland. Tour de gross: A modular quantum computer based on bivariate bicycle codes. arXiv preprint arXiv:2506.03094, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2506.03094. https:/​/​doi.org/​10.48550/​arXiv.2506.03094 arXiv:2506.03094 [70] Aranya Chakraborty and Daniel Gottesman. No-go theorem on fault tolerant gadgets for multiple logical qubits. arXiv preprint arXiv:2602.13395, 2026. URL https:/​/​doi.org/​10.48550/​arXiv.2602.13395. https:/​/​doi.org/​10.48550/​arXiv.2602.13395 arXiv:2602.13395 [71] Noah Berthusen. Simple logical quantum computation with concatenated symplectic double codes. https:/​/​github.com/​Quantinuum/​csd_codes, October 2025. https:/​/​github.com/​Quantinuum/​csd_codesCited byCould not fetch Crossref cited-by data during last attempt 2026-08-19 08:06:51: Could not fetch cited-by data for 10.22331/q-2026-08-19-2195 from Crossref. This is normal if the DOI was registered recently. Could not fetch ADS cited-by data during last attempt 2026-08-19 08:07:34: Cannot retrieve data from ADS due to rate limitations.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. AbstractThere have been significant recent advances in constructing theoretical and practical quantum error correcting codes that function well as quantum memories; however, performing fault-tolerant logical gates on these codes is less studied, and the protocols that do exist often require significant complexity. Building off the symplectic double construction, we investigate concatenated symplectic double codes, which have a rich set of logical gates implementable using only physical single-qubit gates and qubit relabeling. Combined with injected fold-transversal gates, the full Clifford group on a single codeblock is achieved through a functionally simple circuit. We perform circuit-level simulations of state preparation and quantum error correction on these codes and show that they have promising performance at near state-of-the-art physical error rates. As such, we argue that concatenated symplectic double codes are strong contenders as the underlying computational code on medium- to large-scale quantum computers.Popular summaryQuantum error correction faces an awkward tradeoff: a code can be excellent at preserving quantum information yet cumbersome to compute with. Once information is spread across many physical qubits, even simple logical operations can require elaborate fault-tolerant circuits. Here we explore a family of codes that uses symmetry to reduce this complexity. Many logical operations can be carried out using only simple single-qubit gates and permutations of the physical qubits–operations that may be especially natural in platforms where qubits can be moved or dynamically reconnected. This makes a large class of protected computations unusually inexpensive: with occasional additional resource states, Clifford operations within a code block can be performed with little more complexity than the error correction already needed to keep the information safe. Our simulations indicate that small examples can retain competitive error-correction performance despite this computational simplicity. More broadly, the work suggests a different route to fault tolerance in which instead of building complicated circuitry for every logical gate, one can design the code so that useful computation is built into its symmetries.► BibTeX data@article{Berthusen2026simplelogical, doi = {10.22331/q-2026-08-19-2195}, url = {https://doi.org/10.22331/q-2026-08-19-2195}, title = {Simple logical quantum computation with concatenated symplectic double codes}, author = {Berthusen, Noah and Durso-Sabina, Elijah}, journal = {{Quantum}}, issn = {2521-327X}, publisher = {{Verein zur F{\"{o}}rderung des Open Access Publizierens in den Quantenwissenschaften}}, volume = {10}, pages = {2195}, month = aug, year = {2026} }► References [1] Daniel Gottesman. Stabilizer codes and quantum error correction. arXiv preprint arXiv:quant-ph/​9705052, 1997. URL https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9705052. https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9705052 arXiv:quant-ph/9705052 [2] S. B. Bravyi and A. Yu. Kitaev. Quantum codes on a lattice with boundary. arXiv prerpint arXiv:quant-ph/​9811052, 1998. URL https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9811052. https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9811052 arXiv:quant-ph/9811052 [3] A.Yu. Kitaev. Fault-tolerant quantum computation by anyons. Annals of Physics, 303 (1): 2–30, January 2003. URL http:/​/​dx.doi.org/​10.1016/​S0003-4916(02)00018-0. https:/​/​doi.org/​10.1016/​S0003-4916(02)00018-0 [4] Nikolas P. Breuckmann and Jens Niklas Eberhardt. Quantum low-density parity-check codes. PRX Quantum, 2: 040101, Oct 2021. URL https:/​/​doi.org/​10.1103/​PRXQuantum.2.040101. https:/​/​doi.org/​10.1103/​PRXQuantum.2.040101 [5] Emanuel Knill, Raymond Laflamme, and Wojciech H. Zurek. Resilient quantum computation: error models and thresholds. Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, 454 (1969): 365–384, January 1998. URL http:/​/​dx.doi.org/​10.1098/​rspa.1998.0166. https:/​/​doi.org/​10.1098/​rspa.1998.0166 [6] D. Aharonov and M. Ben-Or. Fault-tolerant quantum computation with constant error. In Proceedings of the 29th Annual ACM Symposium on Theory of Computing, page 176–188. Association for Computing Machinery, 1997. URL https:/​/​doi.org/​10.1137/​S0097539799359385. https:/​/​doi.org/​10.1137/​S0097539799359385 [7] Grace M. Sommers, Michael Foss-Feig, David Hayes, David A. Huse, and Michael J. Gullans. Observation of a fault tolerance threshold with concatenated codes. arXiv preprint arXiv:2506.00579, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2506.00579. https:/​/​doi.org/​10.48550/​arXiv.2506.00579 arXiv:2506.00579 [8] Hayato Goto. High-performance fault-tolerant quantum computing with many-hypercube codes. Science Advances, 10 (36), September 2024. URL http:/​/​dx.doi.org/​10.1126/​sciadv.adp6388. https:/​/​doi.org/​10.1126/​sciadv.adp6388 [9] Hayata Yamasaki and Masato Koashi. Time-efficient constant-space-overhead fault-tolerant quantum computation. Nature Physics, 20 (2): 247–253, January 2024. URL http:/​/​dx.doi.org/​10.1038/​s41567-023-02325-8. https:/​/​doi.org/​10.1038/​s41567-023-02325-8 [10] Satoshi Yoshida, Shiro Tamiya, and Hayata Yamasaki. Concatenate codes, save qubits. npj Quantum Information, 11 (1), May 2025. URL http:/​/​dx.doi.org/​10.1038/​s41534-025-01035-8. https:/​/​doi.org/​10.1038/​s41534-025-01035-8 [11] Alexander J. Malcolm, Andrew N. Glaudell, Patricio Fuentes, Daryus Chandra, Alexis Schotte, Colby DeLisle, Rafael Haenel, Amir Ebrahimi, Joschka Roffe, Armanda O. Quintavalle, Stefanie J. Beale, Nicholas R. Lee-Hone, and Stephanie Simmons. Computing efficiently in QLDPC codes. arXiv preprint arXiv:2502.07150, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2502.07150. https:/​/​doi.org/​10.48550/​arXiv.2502.07150 arXiv:2502.07150 [12] Sergey Bravyi, Andrew W. Cross, Jay M. Gambetta, Dmitri Maslov, Patrick Rall, and Theodore J. Yoder. High-threshold and low-overhead fault-tolerant quantum memory. Nature, 627: 778–782, 2024. https:/​/​doi.org/​10.1038/​s41586-024-07107-7 [13] Alexander Cowtan and Simon Burton. CSS code surgery as a universal construction. Quantum, 8: 1344, May 2024. URL http:/​/​dx.doi.org/​10.22331/​q-2024-05-14-1344. https:/​/​doi.org/​10.22331/​q-2024-05-14-1344 [14] Andrew Cross, Zhiyang He, Patrick Rall, and Theodore Yoder. Improved QLDPC surgery: Logical measurements and bridging codes. arXiv preprint arXiv:2407.18393, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2407.18393. https:/​/​doi.org/​10.48550/​arXiv.2407.18393 arXiv:2407.18393 [15] Madelyn Cain, Chen Zhao, Hengyun Zhou, Nadine Meister, J.

Pablo Bonilla Ataides, Arthur Jaffe, Dolev Bluvstein, and Mikhail D. Lukin. Correlated decoding of logical algorithms with transversal gates. Phys. Rev. Lett., 133: 240602, Dec 2024. URL https:/​/​doi.org/​10.1103/​PhysRevLett.133.240602. https:/​/​doi.org/​10.1103/​PhysRevLett.133.240602 [16] Guo Zheng, Liang Jiang, and Qian Xu. High-rate surgery: towards constant-overhead logical operations. arXiv preprint arXiv:2510.08523, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2510.08523. https:/​/​doi.org/​10.48550/​arXiv.2510.08523 arXiv:2510.08523 [17] Noah Berthusen, Shi Jie Samuel Tan, Eric Huang, and Daniel Gottesman. Adaptive syndrome extraction. PRX Quantum, 6: 030307, Jul 2025a. URL https:/​/​doi.org/​10.1103/​ps3r-wf84. https:/​/​doi.org/​10.1103/​ps3r-wf84 [18] Nikolas P. Breuckmann and Simon Burton. Fold-transversal clifford gates for quantum codes. Quantum, 8: 1372, June 2024. URL http:/​/​dx.doi.org/​10.22331/​q-2024-06-13-1372. https:/​/​doi.org/​10.22331/​q-2024-06-13-1372 [19] Simon Burton, Elijah Durso-Sabina, and Natalie C. Brown. Genons, double covers and fault-tolerant clifford gates. arXiv preprint arXiv:2406.09951, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2406.09951. https:/​/​doi.org/​10.48550/​arXiv.2406.09951 arXiv:2406.09951 [20] Lev Vaidman, Lior Goldenberg, and Stephen Wiesner. Error prevention scheme with four particles. Phys. Rev. A, 54 (3): R1745–R1748, September 1996. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.54.R1745. https:/​/​doi.org/​10.1103/​PhysRevA.54.R1745 [21] M. Grassl, Th. Beth, and T. Pellizzari. Codes for the quantum erasure channel. Phys. Rev. A, 56 (1): 33–38, July 1997. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.56.33. https:/​/​doi.org/​10.1103/​PhysRevA.56.33 [22] Dolev Bluvstein, Simon J. Evered, Alexandra A. Geim, Sophie H. Li, Hengyun Zhou, Tom Manovitz, Sepehr Ebadi, Madelyn Cain, Marcin Kalinowski, Dominik Hangleiter, et al. Logical quantum processor based on reconfigurable atom arrays. Nature, 626: 58–65, December 2024. URL http:/​/​dx.doi.org/​10.1038/​s41586-023-06927-3. https:/​/​doi.org/​10.1038/​s41586-023-06927-3 [23] S.A. Moses, C.H. Baldwin, M.S. Allman, R. Ancona, L. Ascarrunz, C. Barnes, J. Bartolotta, B. Bjork, P. Blanchard, M. Bohn, J.G. Bohnet, N.C. Brown, et al. A race-track trapped-ion quantum processor. Phys. Rev. X, 13 (4), December 2023. URL http:/​/​dx.doi.org/​10.1103/​PhysRevX.13.041052. https:/​/​doi.org/​10.1103/​PhysRevX.13.041052 [24] Hasan Sayginel, Stergios Koutsioumpas, Mark Webster, Abhishek Rajput, and Dan E. Browne. Fault-tolerant logical clifford gates from code automorphisms. PRX Quantum, 6: 030343, Sep 2025. URL https:/​/​doi.org/​10.1103/​vf7v-cpq9. https:/​/​doi.org/​10.1103/​vf7v-cpq9 [25] Ben Criger and Barbara Terhal. Noise thresholds for the [[4,2,2]]-concatenated toric code. Quantum Information and Computation, 16 (15-16), November 2016. URL http:/​/​dx.doi.org/​10.26421/​QIC16.15-16. https:/​/​doi.org/​10.26421/​QIC16.15-16 [26] Sergey Bravyi, Barbara M Terhal, and Bernhard Leemhuis. Majorana fermion codes. New Journal of Physics, 12 (8): 083039, August 2010a. URL http:/​/​dx.doi.org/​10.1088/​1367-2630/​12/​8/​083039. https:/​/​doi.org/​10.1088/​1367-2630/​12/​8/​083039 [27] Raymond Laflamme, Cesar Miquel, Juan Pablo Paz, and Wojciech Hubert Zurek. Perfect quantum error correction code. arXiv preprint arXiv:quant-ph/​9602019, 1996. URL https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9602019. https:/​/​doi.org/​10.48550/​arXiv.quant-ph/​9602019 arXiv:quant-ph/9602019 [28] Daniel Gottesman. Class of quantum error-correcting codes saturating the quantum hamming bound. Phys. Rev. A, 54 (3): 1862–1868, September 1996. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.54.1862. https:/​/​doi.org/​10.1103/​PhysRevA.54.1862 [29] Naoyuki Kanomata and Hayato Goto. Fault-tolerant quantum computing with a high-rate symplectic double code. arXiv preprint arXiv:2509.15457, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2509.15457. https:/​/​doi.org/​10.48550/​arXiv.2509.15457 arXiv:2509.15457 [30] J.

Pablo Bonilla Ataides, David K. Tuckett, Stephen D. Bartlett, Steven T. Flammia, and Benjamin J. Brown. The XZZX surface code. Nature Communications, 12 (1), April 2021. URL http:/​/​dx.doi.org/​10.1038/​s41467-021-22274-1. https:/​/​doi.org/​10.1038/​s41467-021-22274-1 [31] Jonathan E. Moussa. Transversal clifford gates on folded surface codes. Phys. Rev. A, 94: 042316, Oct 2016. URL https:/​/​doi.org/​10.1103/​PhysRevA.94.042316. https:/​/​doi.org/​10.1103/​PhysRevA.94.042316 [32] Armanda O. Quintavalle, Paul Webster, and Michael Vasmer. Partitioning qubits in hypergraph product codes to implement logical gates. Quantum, 7: 1153, October 2023. URL http:/​/​dx.doi.org/​10.22331/​q-2023-10-24-1153. https:/​/​doi.org/​10.22331/​q-2023-10-24-1153 [33] GAP – Groups, Algorithms, and Programming, Version 4.14.0. The GAP Group, 2024. URL https:/​/​www.gap-system.org. https:/​/​www.gap-system.org [34] Hasan Sayginel. autqec (Logical Clifford Gates from Code Automorphisms). https:/​/​github.com/​hsayginel/​autqec, August 2024. https:/​/​github.com/​hsayginel/​autqec [35] Noah Berthusen, Michael J. Gullans, Yifan Hong, Maryam Mudassar, and Shi Jie Samuel Tan. Automorphism gadgets in homological product codes. arXiv preprint arXiv:2508.04794, 2025b. URL https:/​/​doi.org/​10.48550/​arXiv.2508.04794. https:/​/​doi.org/​10.48550/​arXiv.2508.04794 arXiv:2508.04794 [36] Markus Grassl and Martin Roetteler. Leveraging automorphisms of quantum codes for fault-tolerant quantum computation. In 2013 IEEE International Symposium on Information Theory, page 534–538. IEEE, July 2013. URL http:/​/​dx.doi.org/​10.1109/​ISIT.2013.6620283. https:/​/​doi.org/​10.1109/​ISIT.2013.6620283 [37] Theerapat Tansuwannont, Tim Chan, and Ryuji Takagi. Construction of the full logical clifford group for high-rate quantum reed-muller codes using only transversal and fold-transversal gates. arXiv preprint arXiv:2602.09788, 2026. URL https:/​/​doi.org/​10.48550/​arXiv.2602.09788. https:/​/​doi.org/​10.48550/​arXiv.2602.09788 arXiv:2602.09788 [38] J. Leon. Computing automorphism groups of error-correcting codes. IEEE Transactions on Information Theory, 28 (3): 496–511, 1982. URL https:/​/​doi.org/​10.1109/​TIT.1982.1056498. https:/​/​doi.org/​10.1109/​TIT.1982.1056498 [39] Tommi Junttila and Petteri Kaski. Conflict propagation and component recursion for canonical labeling.

In Alberto Marchetti-Spaccamela and Michael Segal, editors, Theory and Practice of Algorithms in (Computer) Systems – First International ICST Conference, TAPAS 2011, Rome, Italy, April 18–20, 2011. Proceedings, volume 6595 of Lecture Notes in Computer Science, pages 151–162. Springer, 2011. URL https:/​/​doi.org/​10.1007/​978-3-642-19754-3_16. https:/​/​doi.org/​10.1007/​978-3-642-19754-3_16 [40] Xinlan Zhou, Debbie W. Leung, and Isaac L. Chuang. Methodology for quantum logic gate construction. Phys. Rev. A, 62: 052316, Oct 2000. URL https:/​/​doi.org/​10.1103/​PhysRevA.62.052316. https:/​/​doi.org/​10.1103/​PhysRevA.62.052316 [41] Esha Swaroop, Tomas Jochym-O'Connor, and Theodore J. Yoder. Universal adapters between quantum ldpc codes. arXiv preprint arXiv:2410.03628, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2410.03628. https:/​/​doi.org/​10.48550/​arXiv.2410.03628 arXiv:2410.03628 [42] Eric Dennis, Alexei Kitaev, Andrew Landahl, and John Preskill. Topological quantum memory. Journal of Mathematical Physics, 43 (9): 4452–4505, September 2002. URL http:/​/​dx.doi.org/​10.1063/​1.1499754. https:/​/​doi.org/​10.1063/​1.1499754 [43] A. Paetznick, M. P. da Silva, C. Ryan-Anderson, J. M. Bello-Rivas, J. P. Campora III, A. Chernoguzov, J. M. Dreiling, C. Foltz, F. Frachon, J. P. Gaebler, et al. Demonstration of logical qubits and repeated error correction with better-than-physical error rates. arXiv preprint arXiv:2404.02280, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2404.02280. https:/​/​doi.org/​10.48550/​arXiv.2404.02280 arXiv:2404.02280 [44] Ben W Reichardt. Fault-tolerant quantum error correction for steane’s seven-qubit color code with few or no extra qubits. Quantum Science and Technology, 6 (1): 015007, November 2020. URL http:/​/​dx.doi.org/​10.1088/​2058-9565/​abc6f4. https:/​/​doi.org/​10.1088/​2058-9565/​abc6f4 [45] Rui Chao and Ben W. Reichardt. Fault-tolerant quantum computation with few qubits. npj Quantum Information, 4 (1), 2018. URL http:/​/​dx.doi.org/​10.1038/​s41534-018-0085-z. https:/​/​doi.org/​10.1038/​s41534-018-0085-z [46] Diego Forlivesi and David Amaro. Flag at origin: a modular fault-tolerant preparation for CSS codes. arXiv:2508.14200, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2508.14200. https:/​/​doi.org/​10.48550/​arXiv.2508.14200 arXiv:2508.14200 [47] Hector Bombin. Single-shot fault-tolerant quantum error correction. Phys. Rev. X, 5: 031043, Sep 2015. URL https:/​/​doi.org/​10.1103/​PhysRevX.5.031043. https:/​/​doi.org/​10.1103/​PhysRevX.5.031043 [48] A. M. Steane. Active stabilization, quantum computation, and quantum state synthesis. Phys. Rev. Lett., 78: 2252–2255, Mar 1997. URL https:/​/​doi.org/​10.1103/​PhysRevLett.78.2252. https:/​/​doi.org/​10.1103/​PhysRevLett.78.2252 [49] Sergey Bravyi and Alexei Kitaev. Universal quantum computation with ideal clifford gates and noisy ancillas. Phys. Rev. A, 71: 022316, Feb 2005. URL https:/​/​doi.org/​10.1103/​PhysRevA.71.022316. https:/​/​doi.org/​10.1103/​PhysRevA.71.022316 [50] Jonas T. Anderson, Guillaume Duclos-Cianci, and David Poulin. Fault-tolerant conversion between the steane and reed-muller quantum codes. Phys. Rev. Lett., 113 (8), August 2014. URL http:/​/​dx.doi.org/​10.1103/​PhysRevLett.113.080501. https:/​/​doi.org/​10.1103/​PhysRevLett.113.080501 [51] Craig Gidney, Noah Shutty, and Cody Jones. Magic state cultivation: growing T states as cheap as CNOT gates. arXiv:2409.17595, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2409.17595. https:/​/​doi.org/​10.48550/​arXiv.2409.17595 arXiv:2409.17595 [52] Hayato Goto. Minimizing resource overheads for fault-tolerant preparation of encoded states of the steane code. Scientific Reports, 6 (1): 19578, Jan 2016. URL https:/​/​doi.org/​10.1038/​srep19578. https:/​/​doi.org/​10.1038/​srep19578 [53] Yutaka Hirano, Tomohiro Itogawa, and Keisuke Fujii. Leveraging zero-level distillation to generate high-fidelity magic states. In 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), volume 01, pages 843–853, 2024. URL https:/​/​doi.org/​10.1109/​QCE60285.2024.00104. https:/​/​doi.org/​10.1109/​QCE60285.2024.00104 [54] Tomohiro Itogawa, Yugo Takada, Yutaka Hirano, and Keisuke Fujii. Efficient magic state distillation by zero-level distillation. PRX Quantum, 6: 020356, Jun 2025. URL https:/​/​doi.org/​10.1103/​thxx-njr6. https:/​/​doi.org/​10.1103/​thxx-njr6 [55] Riddhi S. Gupta, Neereja Sundaresan, Thomas Alexander, Christopher J. Wood, Seth T. Merkel, Michael B. Healy, Marius Hillenbrand, Tomas Jochym-O'Connor, James R. Wootton, Theodore J. Yoder, Andrew W. Cross, Maika Takita, and Benjamin J. Brown. Encoding a magic state with beyond break-even fidelity. Nature, 625 (7994): 259–263, Jan 2024. URL https:/​/​doi.org/​10.1038/​s41586-023-06846-3. https:/​/​doi.org/​10.1038/​s41586-023-06846-3 [56] Pavel Panteleev and Gleb Kalachev. Degenerate quantum ldpc codes with good finite length performance. Quantum, 5: 585, November 2021. URL http:/​/​dx.doi.org/​10.22331/​q-2021-11-22-585. https:/​/​doi.org/​10.22331/​q-2021-11-22-585 [57] Joschka Roffe, David R. White, Simon Burton, and Earl Campbell. Decoding across the quantum low-density parity-check code landscape. Phys. Rev. Res., 2: 043423, Dec 2020. URL https:/​/​doi.org/​10.1103/​PhysRevResearch.2.043423. https:/​/​doi.org/​10.1103/​PhysRevResearch.2.043423 [58] Joschka Roffe. LDPC: Python tools for low density parity check codes, 2022. URL https:/​/​pypi.org/​project/​ldpc/​. https:/​/​pypi.org/​project/​ldpc/​ [59] E. Knill. Quantum computing with realistically noisy devices. Nature, 434: 39–44, 2005. URL https:/​/​doi.org/​10.1038/​nature03350. https:/​/​doi.org/​10.1038/​nature03350 [60] David Poulin. Optimal and efficient decoding of concatenated quantum block codes. Phys. Rev. A, 74 (5), November 2006. URL http:/​/​dx.doi.org/​10.1103/​PhysRevA.74.052333. https:/​/​doi.org/​10.1103/​PhysRevA.74.052333 [61] Craig Gidney. Stim: a fast stabilizer circuit simulator. Quantum, 5: 497, July 2021. URL http:/​/​dx.doi.org/​10.22331/​q-2021-07-06-497. https:/​/​doi.org/​10.22331/​q-2021-07-06-497 [62] David Aasen, Matthew B. Hastings, Vadym Kliuchnikov, Juan M. Bello-Rivas, Adam Paetznick, Rui Chao, Ben W. Reichardt, Matt Zanner, Marcus P. da Silva, Zhenghan Wang, and Krysta M. Svore. A topologically fault-tolerant quantum computer with four dimensional geometric codes. arXiv preprint arXiv:2506.15130, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2506.15130. https:/​/​doi.org/​10.48550/​arXiv.2506.15130 arXiv:2506.15130 [63] Qian Xu, J.

Pablo Bonilla Ataides, Christopher A. Pattison, Nithin Raveendran, Dolev Bluvstein, Jonathan Wurtz, Bane Vasic, Mikhail D. Lukin, Liang Jiang, and Hengyun Zhou. Constant-overhead fault-tolerant quantum computation with reconfigurable atom arrays. Nat. Phys., 20: 1084–1090, 2024. URL https:/​/​doi.org/​10.1038/​s41567-024-02479-z. https:/​/​doi.org/​10.1038/​s41567-024-02479-z [64] Sergey Bravyi, David Poulin, and Barbara Terhal. Tradeoffs for reliable quantum information storage in 2d systems. Phys. Rev. Lett., 104 (5), February 2010b. URL http:/​/​dx.doi.org/​10.1103/​PhysRevLett.104.050503. https:/​/​doi.org/​10.1103/​PhysRevLett.104.050503 [65] Ben W. Reichardt, David Aasen, and Rui Chao. Fire and ice: Partially fault-tolerant quantum computing with selective state filtering. arXiv preprint arXiv:2605.15344, 2026. URL https:/​/​doi.org/​10.48550/​arXiv.2605.15344. https:/​/​doi.org/​10.48550/​arXiv.2605.15344 arXiv:2605.15344 [66] Qian Xu, Hengyun Zhou, Guo Zheng, Dolev Bluvstein, J.

Pablo Bonilla Ataides, Mikhail D. Lukin, and Liang Jiang. Fast and parallelizable logical computation with homological product codes. Phys. Rev. X, 15: 021065, May 2025. URL https:/​/​doi.org/​10.1103/​PhysRevX.15.021065. https:/​/​doi.org/​10.1103/​PhysRevX.15.021065 [67] Ben W. Reichardt, David Aasen, Rui Chao, Alex Chernoguzov, Wim van Dam, John P. Gaebler, Dan Gresh, Dominic Lucchetti, Michael Mills, Steven A. Moses, et al. Demonstration of quantum computation and error correction with a tesseract code. arXiv preprint arXiv:2409.04628, 2024. URL https:/​/​doi.org/​10.48550/​arXiv.2409.04628. https:/​/​doi.org/​10.48550/​arXiv.2409.04628 arXiv:2409.04628 [68] Yifan Hong, Elijah Durso-Sabina, David Hayes, and Andrew Lucas. Entangling four logical qubits beyond break-even in a nonlocal code. Phys. Rev. Lett., 133 (18), October 2024. URL http:/​/​dx.doi.org/​10.1103/​PhysRevLett.133.180601. https:/​/​doi.org/​10.1103/​PhysRevLett.133.180601 [69] Theodore J. Yoder, Eddie Schoute, Patrick Rall, Emily Pritchett, Jay M. Gambetta, Andrew W. Cross, Malcolm Carroll, and Michael E. Beverland. Tour de gross: A modular quantum computer based on bivariate bicycle codes. arXiv preprint arXiv:2506.03094, 2025. URL https:/​/​doi.org/​10.48550/​arXiv.2506.03094. https:/​/​doi.org/​10.48550/​arXiv.2506.03094 arXiv:2506.03094 [70] Aranya Chakraborty and Daniel Gottesman. No-go theorem on fault tolerant gadgets for multiple logical qubits. arXiv preprint arXiv:2602.13395, 2026. URL https:/​/​doi.org/​10.48550/​arXiv.2602.13395. https:/​/​doi.org/​10.48550/​arXiv.2602.13395 arXiv:2602.13395 [71] Noah Berthusen. Simple logical quantum computation with concatenated symplectic double codes. https:/​/​github.com/​Quantinuum/​csd_codes, October 2025. https:/​/​github.com/​Quantinuum/​csd_codesCited byCould not fetch Crossref cited-by data during last attempt 2026-08-19 08:06:51: Could not fetch cited-by data for 10.22331/q-2026-08-19-2195 from Crossref. This is normal if the DOI was registered recently. Could not fetch ADS cited-by data during last attempt 2026-08-19 08:07:34: Cannot retrieve data from ADS due to rate limitations.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.

Read Original

Tags

quantum-computing
quantum-hardware
quantum-error-correction

Source Information

Source: Quantum Journal

Discussion

0 professional contributions

Sign in to join this professional discussion.

Be the first to add a constructive contribution.