Deterministic Bethe state preparation

David Raveh and Rafael I. Nepomechie

Department of Physics, PO Box 248046, University of Miami, Coral Gables, FL 33124 USA

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Abstract

We present an explicit quantum circuit that prepares an arbitrary $U(1)$-eigenstate on a quantum computer, including the exact eigenstates of the spin-$1/2 XXZ$ quantum spin chain with either open or closed boundary conditions. The algorithm is deterministic, does not require ancillary qubits, and does not require QR decompositions. The circuit prepares such an $L$-qubit state with $M$ down-spins using $\binom{L}{M}-1$ multi-controlled rotation gates and $2M(L-M)$ CNOT-gates.

“Bethe state preparation”, Simons Center, May 2024: http://scgp.stonybrook.edu/video_portal/video.php?id=6518

“Preparing exact eigenstates on a quantum computer”, Australian Institute of Physics Theoretical Seminar, July 2024:
https://www.aip.org.au/Theoretical-Physics-(TPG)/13382858

The spin-1/2 XXZ quantum spin chain is a paradigmatic model of theoretical physics, describing a one-dimensional magnet: a “chain’’ of L quantum spins (qubits) with nearest-neighbor interactions that preserve the number M of down-spins (qubits in the state 1). In this paper, we present an algorithm for preparing on a quantum computer exact eigenstates of this model, with either periodic or open boundary conditions. The only needed input is the set of M so-called Bethe roots that completely characterize the desired eigenstate. (This model has the remarkable feature of being “integrable’’, which implies that its eigenstates can be so characterized. The Bethe roots are in general complex numbers, which in principle can be obtained by solving a system of M simultaneous equations, called Bethe equations.) The algorithm is explicit, deterministic, and does not require ancillary qubits. However, both the classical and quantum complexity of the algorithm scale exponentially with M. Simple examples are presented, and Qiskit code that implements this algorithm is provided. Based on this algorithm, we present in a separate work [1] an algorithm for obtaining Bethe roots on a quantum computer.

[1] D. Raveh and R.I. Nepomechie, “Estimating Bethe roots with VQE”, J. Phys. A 57, 355303 (2024), arXiv:2404.18244

► BibTeX data

► References

[1] John Preskill. ``Quantum computing 40 years later''. In Anthony J. G. Hey, editor, Feynman Lectures on Computation. Taylor & Francis Group (2023). arXiv:2106.10522.
https:/​/​doi.org/​10.1201/​9781003358817
arXiv:2106.10522

[2] Scott Aaronson. ``How Much Structure Is Needed for Huge Quantum Speedups?''. In 28th Solvay Physics Conference. (2022). arXiv:2209.06930.
arXiv:2209.06930

[3] Thierry Giamarchi. ``Quantum physics in one dimension''. Oxford University Press. (2004).
https:/​/​doi.org/​10.1093/​acprof:oso/​9780198525004.001.0001

[4] R. J. Baxter. ``Exactly solved models in statistical mechanics''. Dover. (2008).
https:/​/​doi.org/​10.1088/​0031-9112/​34/​4/​045

[5] Kirone Mallick. ``The exclusion process: A paradigm for non-equilibrium behaviour''. Physica A Statistical Mechanics and its Applications 418, 17–48 (2015). arXiv:1412.6258.
https:/​/​doi.org/​10.1016/​j.physa.2014.07.046
arXiv:1412.6258

[6] Niklas Beisert, Changrim Ahn, Luis F. Alday, Zoltan Bajnok, James M. Drummond, et al. ``Review of AdS/​CFT Integrability: An Overview''. Lett.Math.Phys. 99, 3–32 (2012). arXiv:1012.3982.
https:/​/​doi.org/​10.1007/​s11005-011-0529-2
arXiv:1012.3982

[7] Jules Tilly et al. ``The Variational Quantum Eigensolver: A review of methods and best practices''. Phys. Rept. 986, 1–128 (2022). arXiv:2111.05176.
https:/​/​doi.org/​10.1016/​j.physrep.2022.08.003
arXiv:2111.05176

[8] Sevag Gharibian and Ojas Parekh. ``Almost optimal classical approximation algorithms for a quantum generalization of Max-Cut''. In Leibniz International Proceedings in Informatics. Volume 145, page 31:1–31:17. (2019). arXiv:1909.08846.
https:/​/​doi.org/​10.4230/​LIPIcs.APPROX-RANDOM.2019.31
arXiv:1909.08846

[9] H. Bethe. ``On the theory of metals. 1. Eigenvalues and eigenfunctions for the linear atomic chain''. Z. Phys. 71, 205–226 (1931).

[10] M. Gaudin. ``Boundary energy of a Bose gas in one dimension''. Phys. Rev. A 4, 386–394 (1971).
https:/​/​doi.org/​10.1103/​PhysRevA.4.386

[11] M Gaudin. ``La fonction d'onde de Bethe''. Masson. (1983).
https:/​/​doi.org/​10.1017/​CBO9781107053885

[12] F. C. Alcaraz, M. N. Barber, M. T. Batchelor, R. J. Baxter, and G. R. W. Quispel. ``Surface exponents of the quantum XXZ, Ashkin-Teller and Potts models''. J. Phys. A20, 6397 (1987).
https:/​/​doi.org/​10.1088/​0305-4470/​20/​18/​038

[13] L. D. Faddeev and L. A. Takhtajan. ``Spectrum and scattering of excitations in the one-dimensional isotropic Heisenberg model''. Zap. Nauchn. Semin. 109, 134–178 (1981).
https:/​/​doi.org/​10.1007/​BF01087245

[14] V.E. Korepin, N.M. Bogoliubov, and A.G. Izergin. ``Quantum Inverse Scattering Method and Correlation Functions''. Cambridge University Press. (1993).
https:/​/​doi.org/​10.1017/​CBO9780511628832

[15] E. K. Sklyanin. ``Boundary conditions for integrable quantum systems''. J. Phys. A21, 2375 (1988).
https:/​/​doi.org/​10.1088/​0305-4470/​21/​10/​015

[16] M. A. Nielsen and I. L. Chuang. ``Quantum computation and quantum information''. Cambridge University Press. (2019).
https:/​/​doi.org/​10.1017/​CBO9780511976667

[17] R. Somma, G. Ortiz, J. E. Gubernatis, E. Knill, and R. Laflamme. ``Simulating physical phenomena by quantum networks''. Phys. Rev. A 65 (2002). arXiv:0108146.
https:/​/​doi.org/​10.1103/​PhysRevA.65.042323
arXiv:0108146

[18] Dave Wecker, Matthew B. Hastings, Nathan Wiebe, Bryan K. Clark, Chetan Nayak, and Matthias Troyer. ``Solving strongly correlated electron models on a quantum computer''. Phys. Rev. A 92 (2015). arXiv:1506.05135.
https:/​/​doi.org/​10.1103/​PhysRevA.92.062318
arXiv:1506.05135

[19] Rafael I. Nepomechie. ``Bethe ansatz on a quantum computer?''. Quant. Inf. Comp. 21, 255–265 (2021). arXiv:2010.01609.
https:/​/​doi.org/​10.26421/​qic21.3-4-4
arXiv:2010.01609

[20] John S. Van Dyke, George S. Barron, Nicholas J. Mayhall, Edwin Barnes, and Sophia E. Economou. ``Preparing Bethe Ansatz Eigenstates on a Quantum Computer''. PRX Quantum 2, 040329 (2021). arXiv:2103.13388.
https:/​/​doi.org/​10.1103/​PRXQuantum.2.040329
arXiv:2103.13388

[21] John S. Van Dyke, Edwin Barnes, Sophia E. Economou, and Rafael I. Nepomechie. ``Preparing exact eigenstates of the open XXZ chain on a quantum computer''. J. Phys. A 55, 055301 (2022). arXiv:2109.05607.
https:/​/​doi.org/​10.1088/​1751-8121/​ac4640
arXiv:2109.05607

[22] Wen Li, Mert Okyay, and Rafael I. Nepomechie. ``Bethe states on a quantum computer: success probability and correlation functions''. J. Phys. A 55, 355305 (2022). arXiv:2201.03021.
https:/​/​doi.org/​10.1088/​1751-8121/​ac8255
arXiv:2201.03021

[23] Alejandro Sopena, Max Hunter Gordon, Diego García-Martín, Germán Sierra, and Esperanza López. ``Algebraic Bethe Circuits''. Quantum 6, 796 (2022). arXiv:2202.04673.
https:/​/​doi.org/​10.22331/​q-2022-09-08-796
arXiv:2202.04673

[24] Roberto Ruiz, Alejandro Sopena, Max Hunter Gordon, Germán Sierra, and Esperanza López. ``The Bethe Ansatz as a Quantum Circuit''. Quantum 8, 1356 (2024). arXiv:2309.14430.
https:/​/​doi.org/​10.22331/​q-2024-05-23-1356
arXiv:2309.14430

[25] Andreas Bärtschi and Stephan Eidenbenz. ``Deterministic preparation of Dicke states''. Lecture Notes in Computer SciencePages 126–139 (2019). arXiv:1904.07358.
https:/​/​doi.org/​10.1007/​978-3-030-25027-0_9
arXiv:1904.07358

[26] Rafael I. Nepomechie and David Raveh. ``Qudit Dicke state preparation''. Quantum Inf. Comp. 24, 0037–0056 (2024). arXiv:2301.04989.
https:/​/​doi.org/​10.26421/​QIC24.1-2-2
arXiv:2301.04989

[27] David Raveh and Rafael I. Nepomechie. ``$q$-analog qudit Dicke states''. J. Phys. A 57, 065302 (2024). arXiv:2308.08392.
https:/​/​doi.org/​10.1088/​1751-8121/​ad1ea4
arXiv:2308.08392

[28] Rafael I. Nepomechie, Francesco Ravanini, and David Raveh. ``Spin-s Dicke states and their preparation''. Adv. Quant. Tech. (2024). arXiv:2402.03233.
https:/​/​doi.org/​10.1002/​qute.202400057
arXiv:2402.03233

[29] R. H. Dicke. ``Coherence in Spontaneous Radiation Processes''. Phys. Rev. 93, 99–110 (1954).
https:/​/​doi.org/​10.1103/​PhysRev.93.99

[30] Qiskit contributors. ``Qiskit: An open-source framework for quantum computing'' (2023).

[31] Mikko Mottonen, Juha J. Vartiainen, Ville Bergholm, and Martti M. Salomaa. ``Transformation of quantum states using uniformly controlled rotations''. Quant. Inf. Comput. 5, 467–473 (2005). arXiv:quant-ph/​0407010.
https:/​/​doi.org/​10.26421/​QIC5.6-5
arXiv:quant-ph/0407010

[32] Yudell L. Luke. ``The Special Functions and Their Approximations''. Volume I. Academic Press. (1969).

[33] H. J. Lipkin, N. Meshkov, and A. J. Glick. ``Validity of many-body approximation methods for a solvable model. 1. Exact solutions and perturbation theory''. Nucl. Phys. 62, 188–198 (1965).
https:/​/​doi.org/​10.1016/​0029-5582(65)90862-X

[34] Francisco C. Alcaraz, Michael N. Barber, and Murray T. Batchelor. ``Conformal Invariance, the XXZ Chain and the Operator Content of Two-dimensional Critical Systems''. Annals Phys. 182, 280–343 (1988).
https:/​/​doi.org/​10.1016/​0003-4916(88)90015-2

[35] David Raveh and Rafael I. Nepomechie. ``Estimating Bethe roots with VQE''. J. Phys. A 57, 355303 (2024). arXiv:2404.18244.
https:/​/​doi.org/​10.1088/​1751-8121/​ad6db2
arXiv:2404.18244

[36] Ulrich Schollwöck. ``The density-matrix renormalization group in the age of matrix product states''. Ann. Phys. 326, 96–192 (2011). arXiv:1008.3477.
https:/​/​doi.org/​10.1016/​j.aop.2010.09.012
arXiv:1008.3477

[37] Nicolas Crampé, Eric Ragoucy, and Ludovic Alonzi. ``Coordinate Bethe Ansatz for Spin s XXX Model''. SIGMA 7, 006 (2011). arXiv:1009.0408.
https:/​/​doi.org/​10.3842/​SIGMA.2011.006
arXiv:1009.0408

[38] Bill Sutherland. ``A General Model for Multicomponent Quantum Systems''. Phys. Rev. B 12, 3795–3805 (1975).
https:/​/​doi.org/​10.1103/​PhysRevB.12.3795

[39] Bill Sutherland. ``An introduction to the Bethe ansatz''. In B.S. Shastry, S.S. Jha, and V. Singh, editors, Exactly Solvable Problems in Condensed Matter and Relativistic Field Theory, LNP v 242. Pages 1–95. Springer (2005).
https:/​/​doi.org/​10.1007/​3-540-16075-2_7

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[2] D. Faílde, A. Gómez, and J. Fernández-Rossier, "Preparation of the single-spinon wave function on a quantum computer", Physical Review Research 8 3, 033152 (2026).

[3] Roberto Ruiz, Alejandro Sopena, Esperanza López, German Sierra, and Balázs Pozsgay, "Bethe Ansatz, quantum circuits, and the F-basis", SciPost Physics 18 6, 187 (2025).

[4] Xiaowei Huang, Fei Shi, Lijun Zhang, and Lvzhou Li, "Quantum states supported by matroids", Physical Review A 113 6, 062452 (2026).

[5] Maximilian Lutz, Lorenzo Piroli, Georgios Styliaris, and J. Ignacio Cirac, "Adiabatic quantum state preparation in integrable models", Quantum 10, 2032 (2026).

[6] R. Stagraczyński and T. Lulek, "Symbolic evaluation of transfer matrices for the XXX model", Computer Physics Communications 324, 110135 (2026).

[7] Leandro Hayato Ymai, Karin Wittmann Wilsmann, Arlei Prestes Tonel, Angela Foerster, and Jon Links, "High-fidelity transfer of entangled states on a quantum turntable", Newton 1 9, 100226 (2025).

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[9] Roberto Ruiz, Alejandro Sopena, Balázs Pozsgay, and Esperanza López, "Efficient Eigenstate Preparation in an Integrable Model with Hilbert Space Fragmentation", PRX Quantum 6 3, 030316 (2025).

[10] Renato M.S. Farias, Thiago O. Maciel, Giancarlo Camilo, Ruge Lin, Sergi Ramos-Calderer, and Leandro Aolita, "Quantum encoder for fixed-Hamming-weight subspaces", Physical Review Applied 23 4, 044014 (2025).

[11] Carlo Marconi, Guillem Müller-Rigat, Jordi Romero-Pallejà, Jordi Tura, and Anna Sanpera, "Symmetric quantum states: a review of recent progress", Reports on Progress in Physics 89 2, 024001 (2026).

[12] David Raveh and Rafael I Nepomechie, "Estimating Bethe roots with VQE", Journal of Physics A: Mathematical and Theoretical 57 35, 355303 (2024).

[13] Hyeonjun Yeo, Ha Eum Kim, IlKwon Sohn, and Kabgyun Jeong, "Reducing circuit depth in quantum state preparation for quantum simulation using measurements and feedforward", Physical Review Applied 23 5, 054066 (2025).

[14] Nabi Zare Harofteh and Rafael I. Nepomechie, "Spin‐sU(1)‐Eigenstate Preparation", Annalen der Physik 538 7, e70239 (2026).

[15] Rui Mao, Guojing Tian, and Xiaoming Sun, "Toward optimal circuit size for sparse quantum state preparation", Physical Review A 110 3, 032439 (2024).

[16] Kunal Marwaha, Adrian She, and James Sud, "Performance of Variational Algorithms for Local Hamiltonian Problems on Random Regular Graphs", arXiv:2412.15147, (2024).

[17] Zhuohang Wang and Rui-Dong Zhu, "Effective Bethe Ansatz for spin-1 non-integrable models", Journal of Physics A Mathematical General 59 30, 305001 (2026).

[18] Nabi Zare Harofteh and Rafael I. Nepomechie, "Preparing multi-qudit states in a definite-weight subspace", arXiv:2606.24659, (2026).

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