
Numerical study of quantum many body systems
- 1 Southeast University
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Abstract
This paper explores the numerical study of quantum many-body systems with an emphasis on exact diagonalization techniques. The complexity of strongly correlated systems, often governed by large Hilbert spaces, presents significant computational challenges, making exact solutions difficult. In this work, we examine methods to simplify these systems by leveraging techniques such as the Schrieffer-Wolff transformation, which decouples high-energy and low-energy states, and the use of symmetry operators to block-diagonalize Hamiltonians and so on. These approaches are demonstrated with examples such as the hydrogen atom and a lambda system. The second part of the paper focuses on specific case studies, including a one-dimensional spin model and Bose-Hubbard model. The latter is crucial for understanding the behavior of interacting bosons in lattice systems and phenomena such as the superfluid-Mott insulator transition. We present a detailed investigation of the phase diagram for the one-dimensional Bose-Hubbard model using both exact diagonalization and mean field theory, providing insights into its quantum phase transitions. This study underscores the potential of exact diagonalization in quantum simulations and highlights its relevance for experimental setups involving trapped ions and superconducting qubits.
Keywords
quantum simulation, exact diagonalization, Bose-Hubbard model, Schrieffer-Wolff transformation, effective Hamiltonian, Heisenberg model
[1]. T. Ozawa, H. M. Price, A. Amo, N. Goldman, M. Hafezi, L. Lu, M. C. Rechtsman, D. Schuster, J. Simon, O. Zilberberg. et al., “Topological photonics,” Reviews of Modern Physics, vol. 91, no. 1, p. 015006, 2019.
[2]. A. Y. Kitaev, “Fault-tolerant quantum computation by anyons,” Annals of physics, vol. 303, no. 1, pp. 2–30, 2003.
[3]. M. Z. Hasan and C. L. Kane, “Colloquium: topological insulators,” Reviews of modern physics, vol. 82, no. 4, pp. 3045–3067, 2010.
[4]. G. Jackeli and G. Khaliullin, “Mott insulators in the strong spin-orbit coupling limit:from heisenberg to a quantum compass and kitaev models,” Physical review letters, vol. 102, no. 1, p. 017205, 2009.
[5]. S. G. Stewart, “Heavy-fermion systems,” Reviews of Modern Physics, vol. 56, no. 4, p. 755, 1984.
[6]. S. Bravyi, D. P. DiVincenzo, and D. Loss, “Schrieffer–wolff transformation for quantum many-body systems,” Annals of physics, vol. 326, no. 10, pp. 2793–2826, 2011.
[7]. M. Wagner, “Unitary transformations in solid state physics,” 1986.
[8]. A. H. MacDonald, S. M. Girvin, and D. t. Yoshioka, “t u expansion for the hubbard model,” Physical Review B, vol. 37, no. 16, p. 9753, 1988.
[9]. P. Phillips, Y. Wan, I. Martin, S. Knysh, and D. Dalidovich, “Superconductivity in a two-dimensional electron gas,” Nature, vol. 395, no. 6699, pp. 253–257, 1998.
[10]. A. Kale, J. H. Huhn, M. Xu, L. H. Kendrick, M. Lebrat, C. Chiu, G. Ji, F. Grusdt, A. Bohrdt, and M. Greiner, “Schrieffer- wolff transformations for experiments: Dynamically suppressing virtual doublon-hole excitations in a fermi-hubbard simulator,” Physical Review A, vol. 106, no. 1, p. 012428, 2022.
[11]. R. Oliveira and B. M. Terhal, “The complexity of quantum spin systems on a two-dimensional square lattice,” arXiv preprint quant-ph/0504050, 2005.
[12]. J. Kempe, A. Kitaev, and O. Regev, “The complexity of the local hamiltonian problem,” Siam journal on computing, vol. 35, no. 5, pp. 1070–1097, 2006.
[13]. E. Brion, L. H. Pedersen, and K. Mølmer, “Adiabatic elimination in a lambda system,” Journal of Physics A: Mathematical and Theoretical, vol. 40, no. 5, p. 1033, 2007.
[14]. L. Onsager et al., “A two-dimensional model with an order-disorder transition,” Phys. Rev, vol. 65, no. 3, pp. 117–149, 1944.
[15]. P. Weinberg and M. Bukov, “QuSpin: a Python package for dynamics and exact diagonalisation of quantum many body systems. Part II: bosons, fermions and higher spins,” SciPost Phys., vol. 7, p. 020, 2019. [Online]. Available: https://scipost.org/10.21468/SciPostPhys.7.2.020
[16]. A. Aspect and M. Inguscio, “Anderson localization of ultracold atoms,” Physics today, vol. 62, no. 8, pp. 30–35, 2009.
[17]. D. Jaksch, C. Bruder, J. I. Cirac, C. W. Gardiner, and P. Zoller, “Cold bosonic atoms in optical lattices,” Physical Review Letters, vol. 81, no. 15, p. 3108, 1998.
[18]. M. Greiner, O. Mandel, T. Esslinger, T. W. Ha¨nsch, and I. Bloch, “Quantum phase transition from a superfluid to a mott insulator in a gas of ultracold atoms,” nature, vol. 415, no. 6867, pp. 39–44, 2002.
[19]. S. Ejima, H. Fehske, and F. Gebhard, “Dynamic properties of the one-dimensional bose-hubbard model,” Europhysics Letters, vol. 93, no. 3, p. 30002, 2011.
[20]. G. G. Batrouni and R. T. Scalettar, “World-line quantum monte carlo algorithm for a one-dimensional bose model,” Physical Review B, vol. 46, no. 14, p. 9051, 1992.
[21]. E. Demler and T. Kitagawa, “Strongly correlated systems in atomic and condensed matter physics,” Lecture notes for Physics, vol. 284, p. 28, 2011.
[22]. J. J. Sakurai and J. Napolitano, Modern quantum mechanics. Cambridge University Press, 2020.
Cite this article
Hu,H. (2024). Numerical study of quantum many body systems. Advances in Engineering Innovation,13,1-30.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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