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Understanding decoherence in molecular spin qudits

Leonardo Ratini1,2,*, Giacomo Sansone1,2,*, Elena Garlatti1,2,3, Francesco Petiziol4, Stefano Carretta1,2,3,†, and Paolo Santini1,2,3,‡

  • *These authors contributed equally to this work.
  • †Contact author: stefano.carretta@unipr.it
  • ‡Contact author: paolo.santini@unipr.it

Phys. Rev. Research 7, 043125 – Published 3 November, 2025

DOI: https://doi.org/10.1103/16rd-tv1q

Abstract

Molecular nanomagnets are quantum spin systems potentially serving as qudits for future quantum technologies thanks to their many accessible low-energy states. At low temperatures, the primary source of error in these systems is pure dephasing, caused by their interactions with the bath of surrounding nuclear spins degrees of freedom. Most importantly, as the system’s dimensionality grows going from qubits to qudits, the control and mitigation of decoherence become more challenging. Here, we analyze the characteristics of pure dephasing in molecular qudits under spin-echo sequences. We use a realistic description of their interaction with the bath, whose non-Markovian dynamics is accurately computed by the cluster correlation expansion technique. First, we show that the differences in the expectation values of the local spin operators on the eigenstates of the qudit are the source of decoherence in these systems. Indeed, we demonstrate that this is a necessary and sufficient condition to prevent the decay of coherence with time, also introducing a parameter to quantify the deviation from such ideal condition. We illustrate this with two paradigmatic systems: a single giant spin and a composite antiferromagnetic spin system. We then advance a proposal for optimized nanomagnets, identifying key ingredients for engineering robust qudits for quantum technologies.

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References (66)

  1. D. S. Abrams and S. Lloyd, Quantum algorithm providing exponential speed increase for finding eigenvalues and eigenvectors, Phys. Rev. Lett. 83, 5162 (1999).
  2. J. Du, N. Xu, X. Peng, P. Wang, S. Wu, and D. Lu, NMR implementation of a molecular hydrogen quantum simulation with adiabatic state preparation, Phys. Rev. Lett. 104, 030502 (2010).
  3. S. E. Smart and D. A. Mazziotti, Quantum solver of contracted eigenvalue equations for scalable molecular simulations on quantum computing devices, Phys. Rev. Lett. 126, 070504 (2021).
  4. A. Peruzzo, J. McClean, P. Shadbolt, M. H. Yung, X. Q. Zhou, P. J. Love, A. Aspuru-Guzik, and J. L. O’Brien, A variational eigenvalue solver on a photonic quantum processor, Nat. Commun. 5, 4213 (2014).
  5. J. R. McClean, J. Romero, R. Babbush, and A. Aspuru-Guzik, The theory of variational hybrid quantum-classical algorithms, New J. Phys. 18, 023023 (2016).
  6. P. K. Barkoutsos, J. F. Gonthier, I. Sokolov, N. Moll, G. Salis, A. Fuhrer, M. Ganzhorn, D. J. Egger, M. Troyer, A. Mezzacapo, S. Filipp, and I. Tavernelli, Quantum algorithms for electronic structure calculations: Particle-hole Hamiltonian and optimized wave-function expansions, Phys. Rev. A 98, 022322 (2018).
  7. J. Romero, R. Babbush, J. R. McClean, C. Hempel, P. J. Love, and A. Aspuru-Guzik, Strategies for quantum computing molecular energies using the unitary coupled cluster ansatz, Quantum Sci. Technol. 4, 014008 (2018).
  8. H. R. Grimsley, S. E. Economou, E. Barnes, and N. J. Mayhall, An adaptive variational algorithm for exact molecular simulations on a quantum computer, Nat. Commun. 10, 3007 (2019).
  9. D. Materia, L. Ratini, C. Angeli, and L. Guidoni, Quantum information driven ansatz (QIDA): Shallow-depth empirical quantum circuits from quantum chemistry, J. Phys. Chem. A 128, 8533 (2024).
  10. F. Tarocco, D. Materia, L. Ratini, and L. Guidoni, Compact multi-threshold quantum information driven ansatz for strongly interactive lattice spin models, J. Phys. A: Math. Theor. 58, 165302 (2025).
  11. S. J. Devitt, W. J. Munro, and K. Nemoto, Quantum error correction for beginners, Rep. Prog. Phys. 76, 076001 (2013).
  12. B. M. Terhal, Quantum error correction for quantum memories, Rev. Mod. Phys. 87, 307 (2015).
  13. D. Gottesman, A. Kitaev, and J. Preskill, Encoding a qubit in an oscillator, Phys. Rev. A 64, 012310 (2001).
  14. S. Pirandola, S. Mancini, S. L. Braunstein, and D. Vitali, Minimal qudit code for a qubit in the phase-damping channel, Phys. Rev. A 77, 032309 (2008).
  15. C. Cafaro, F. Maiolini, and S. Mancini, Quantum stabilizer codes embedding qubits into qudits, Phys. Rev. A 86, 022308 (2012).
  16. V. V. Albert, J. P. Covey, and J. Preskill, Robust encoding of a qubit in a molecule, Phys. Rev. X 10, 031050 (2020).
  17. J. A. Gross, Designing codes around interactions: The case of a spin, Phys. Rev. Lett. 127, 010504 (2021).
  18. S. Lim, M. V. Vaganov, J. Liu, and A. Ardavan, Demonstrating experimentally the encoding and dynamics of an error-correctable logical qubit on a hyperfine-coupled nuclear spin qudit, Phys. Rev. Lett. 134, 070603 (2025).
  19. X. Yu, B. Wilhelm, D. Holmes, A. Vaartjes, D. Schwienbacher, M. Nurizzo, A. Kringhøj, M. R. van Blankenstein, A. M. Jakob, P. Gupta, F. E. Hudson, K. M. Itoh, R. J. Murray, R. Blume-Kohout, T. D. Ladd, N. Anand, A. S. Dzurak, B. C. Sanders, D. N. Jamieson, and A. Morello, Schrödinger cat states of a nuclear spin qudit in silicon, Nat. Phys. 21, 362 (2025).
  20. S. Roca-Jerat, E. Macaluso, A. Chiesa, P. Santini, and S. Carretta, Simulating open quantum systems with molecular spin qudits, Mater. Horiz. 12, 3918 (2025).
  21. S. Chicco, G. Allodi, A. Chiesa, E. Garlatti, C. D. Buch, P. Santini, R. De Renzi, S. Piligkos, and S. Carretta, Proof-of-concept quantum simulator based on molecular spin qudits, J. Am. Chem. Soc. 146, 1053 (2024).
  22. A. Gaita-Ariño, F. Luis, S. Hill, and E. Coronado, Molecular spins for quantum computation, Nat. Chem. 11, 301 (2019).
  23. A. Chiesa, P. Santini, E. Garlatti, F. Luis, and S. Carretta, Molecular nanomagnets: A viable path toward quantum information processing? Rep. Prog. Phys. 87, 034501 (2024).
  24. A. Chiesa, E. Macaluso, F. Petiziol, S. Wimberger, P. Santini, and S. Carretta, Molecular nanomagnets as qubits with embedded quantum-error correction, J. Phys. Chem. Lett. 11, 8610 (2020).
  25. M. Mezzadri, A. Chiesa, L. Lepori, and S. Carretta, Fault-tolerant computing with single-qudit encoding in a molecular spin, Mater. Horiz. 11, 4961 (2024).
  26. V. Tripathi, N. Goss, A. Vezvaee, L. B. Nguyen, I. Siddiqi, and D. A. Lidar, Qudit dynamical decoupling on a superconducting quantum processor, Phys. Rev. Lett. 134, 050601 (2025).
  27. M. J. Graham, C.-J. Yu, M. D. Krzyaniak, M. R. Wasielewski, and D. E. Freedman, Synthetic approach to determine the effect of nuclear spin distance on electronic spin decoherence, J. Am. Chem. Soc. 139, 3196 (2017).
  28. C. J. Wedge, G. A. Timco, E. T. Spielberg, R. E. George, F. Tuna, S. Rigby, E. J. L. McInnes, R. E. P. Winpenny, S. J. Blundell, and A. Ardavan, Chemical engineering of molecular qubits, Phys. Rev. Lett. 108, 107204 (2012).
  29. D. Kaminski, A. L. Webber, C. J. Wedge, J. Liu, G. A. Timco, I. J. Vitorica-Yrezabal, E. J. L. McInnes, R. E. P. Winpenny, and A. Ardavan, Quantum spin coherence in halogen-modified Cr7Ni molecular nanomagnets, Phys. Rev. B 90, 184419 (2014).
  30. F. Santanni, M. Briganti, G. Serrano, E. Salvadori, A. Veneri, C. Batistoni, S. F. Russi, S. Menichetti, M. Mannini, M. Chiesa, L. Sorace, and R. Sessoli, VdW mediated strong magnetic exchange interactions in chains of hydrogen-free sublimable molecular qubits, JACS Au 3, 1250 (2023).
  31. J. M. Zadrozny, J. Niklas, O. G. Poluektov, and D. E. Freedman, Millisecond coherence time in a tunable molecular electronic spin qubit, ACS Cent. Sci. 1, 488 (2015).
  32. D. A. Lidar, Review of decoherence-free subspaces, noiseless subsystems, and dynamical decoupling, in Quantum Information and Computation for Chemistry, edited by S. Kais (John Wiley & Sons, Ltd, Hoboken, 2014), pp. 295–354.
  33. C. A. Collett, P. Santini, S. Carretta, and J. R. Friedman, Constructing clock-transition-based two-qubit gates from dimers of molecular nanomagnets, Phys. Rev. Res. 2, 032037 (2020).
  34. Y. Bae, K. Yang, P. Willke, T. Choi, A. J. Heinrich, and C. P. Lutz, Enhanced quantum coherence in exchange coupled spins via singlet-triplet transitions, Sci. Adv. 4, eaau4159 (2018).
  35. P. Vorndamme and J. Schnack, Decoherence of a singlet-triplet superposition state under dipolar interactions of an uncorrelated environment, Phys. Rev. B 101, 075101 (2020).
  36. E. L. Hahn, Spin echoes, Phys. Rev. 80, 580 (1950).
  37. H. Y. Carr and E. M. Purcell, Effects of diffusion on free precession in nuclear magnetic resonance experiments, Phys. Rev. 94, 630 (1954).
  38. S. Meiboom and D. Gill, Modified spin-echo method for measuring nuclear relaxation times, Rev. Sci. Instrum. 29, 688 (1958).
  39. C. P. Slichter, Principles of Magnetic Resonance, (Springer, Berlin, 1990), Vol. 1.
  40. J. R. Schrieffer and P. A. Wolff, Relation between the Anderson and Kondo Hamiltonians, Phys. Rev. 149, 491 (1966).
  41. S. Bravyi, D. P. DiVincenzo, and D. Loss, Schrieffer-Wolff transformation for quantum many-body systems, Ann. Phys. 326, 2793 (2011).
  42. M. S. Fataftah, J. M. Zadrozny, S. C. Coste, M. J. Graham, D. M. Rogers, and D. E. Freedman, Employing forbidden transitions as qubits in a nuclear spin-free chromium complex, J. Am. Chem. Soc. 138, 1344 (2016).
  43. Y.-S. Ding, Y.-F. Deng, and Y.-Z. Zheng, The rise of single-ion magnets as spin qubits, Magnetochemistry 2, 40 (2016).
  44. K. Bader, M. Winkler, and J. V. Slageren, Tuning of molecular qubits: Very long coherence and spin-lattice relaxation times, Chem. Commun. 52, 3623 (2016).
  45. L. Viola and S. Lloyd, Dynamical suppression of decoherence in two-state quantum systems, Phys. Rev. A 58, 2733 (1998).
  46. L. Viola, E. Knill, and S. Lloyd, Dynamical decoupling of open quantum systems, Phys. Rev. Lett. 82, 2417 (1999).
  47. H.-P. Breuer and F. Petruccione, The Theory of Open Quantum Systems (Oxford University Press, Oxford, 2007).
  48. D. Manzano, A short introduction to the Lindblad master equation, AIP Adv. 10, 025106 (2020).
  49. W. Yang and R.-B. Liu, Quantum many-body theory of qubit decoherence in a finite-size spin bath, Phys. Rev. B 78, 085315 (2008).
  50. W. Yang and R.-B. Liu, Quantum many-body theory of qubit decoherence in a finite-size spin bath. II. Ensemble dynamics, Phys. Rev. B 79, 115320 (2009).
  51. W. Yang, W.-L. Ma, and R.-B. Liu, Quantum many-body theory for electron spin decoherence in nanoscale nuclear spin baths, Rep. Prog. Phys. 80, 016001 (2017).
  52. A. A. Abrikosov, L. P. Gorkov, and I. E. Dzyaloshinski, Methods of Quantum Field Theory in Statistical Physics (Courier Corporation, 2012), pp. 208–209.
  53. G. D. Mahan, Many-Particle Physics (Plenum Press, 2000), pp. 142–154 and 241–247.
  54. S. K. Saikin, W. Yao, and L. J. Sham, Single-electron spin decoherence by nuclear spin bath: Linked-cluster expansion approach, Phys. Rev. B 75, 125314 (2007).
  55. F. Troiani, V. Bellini, and M. Affronte, Decoherence induced by hyperfine interactions with nuclear spins in antiferromagnetic molecular rings, Phys. Rev. B 77, 054428 (2008).
  56. F. Petiziol, A. Chiesa, S. Wimberger, P. Santini, and S. Carretta, Counteracting dephasing in molecular nanomagnets by optimized qudit encodings, npj Quantum Inf. 7, 133 (2021).
  57. M. Onizhuk and G. Galli, PyCCE: A Python package for cluster correlation expansion simulations of spin qubit dynamics, Adv. Theory Simul. 4, 2100254 (2021).
  58. P. Zanardi and M. Rasetti, Noiseless quantum codes, Phys. Rev. Lett. 79, 3306 (1997).
  59. F. Troiani, D. Stepanenko, and D. Loss, Hyperfine-induced decoherence in triangular spin-cluster qubits, Phys. Rev. B 86, 161409 (2012).
  60. See Supplemental Material at http://link.aps.org/supplemental/10.1103/16rd-tv1q for details on expectation values of spin operators and the relation among this work, dynamical decoupling and DFS.
  61. D. A. Lidar, I. L. Chuang, and K. B. Whaley, Decoherence-free subspaces for quantum computation, Phys. Rev. Lett. 81, 2594 (1998).
  62. A. Chiesa, F. Petiziol, M. Chizzini, P. Santini, and S. Carretta, Theoretical design of optimal molecular qudits for quantum error correction, J. Phys. Chem. Lett. 13, 6468 (2022).
  63. I. Mirebeau, M. Hennion, H. Casalta, H. Andres, H. U. Güdel, A. V. Irodova, and A. Caneschi, Low-energy magnetic excitations of the Mn 12-acetate spin cluster observed by neutron scattering, Phys. Rev. Lett. 83, 628 (1999).
  64. R. Caciuffo, G. Amoretti, A. Murani, R. Sessoli, A. Caneschi, and D. Gatteschi, Neutron spectroscopy for the magnetic anisotropy of molecular clusters, Phys. Rev. Lett. 81, 4744 (1998).
  65. M. Mezzadri, L. Lepori, A. Chiesa, and S. Carretta, Dephasing-tolerant quantum sensing for transverse magnetic fields with spin qudits, Quantum Sci. Technol. 10, 015045 (2025).
  66. L. Ratini, G. Sansone, E. Garlatti, F. Petiziol, S. Carretta, and P. Santini, Mitigating decoherence in molecular spin qudits – open dataset, Zenodo (2025), http://doi.org/10.5281/zenodo.15394672.

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