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Two-local modifications of SYK model with quantum chaos

Masanori Hanada, Sam van Leuven, Onur Oktay, Masaki Tezuka

Abstract

The Sachdev--Ye--Kitaev (SYK) model may provide us with a good starting point for the experimental study of quantum chaos and holography in the laboratory. Still, the four-local interaction of fermions makes quantum simulation challenging, and it would be good to search for simpler models that keep the essence. In this paper, we argue that the four-local interaction may not be important by introducing a few models that have two-local interactions. The first model is a generalization of the spin-SYK model, which is obtained by replacing the spin variables with SU($d$) generators. Simulations of this class of models might be straightforward on qudit-based quantum devices. We study the case of $d=3, 4, 5, 6$ numerically and observe quantum chaos already for two-local interactions in a wide energy range. We also introduce modifications of spin-SYK and SYK models that have similar structures to the SU($d$) model (e.g., $H=\sum_{p,q}J_{pq}χ_pχ_{p+1}χ_qχ_{q+1}$ instead of the original SYK Hamiltonian $H=\sum_{p,q,r,s}J_{pqrs}χ_pχ_qχ_rχ_{s}$), which shows strongly chaotic features although the interaction is essentially two-local. These models may be a good starting point for the quantum simulation of the original SYK model.

Two-local modifications of SYK model with quantum chaos

Abstract

The Sachdev--Ye--Kitaev (SYK) model may provide us with a good starting point for the experimental study of quantum chaos and holography in the laboratory. Still, the four-local interaction of fermions makes quantum simulation challenging, and it would be good to search for simpler models that keep the essence. In this paper, we argue that the four-local interaction may not be important by introducing a few models that have two-local interactions. The first model is a generalization of the spin-SYK model, which is obtained by replacing the spin variables with SU() generators. Simulations of this class of models might be straightforward on qudit-based quantum devices. We study the case of numerically and observe quantum chaos already for two-local interactions in a wide energy range. We also introduce modifications of spin-SYK and SYK models that have similar structures to the SU() model (e.g., instead of the original SYK Hamiltonian ), which shows strongly chaotic features although the interaction is essentially two-local. These models may be a good starting point for the quantum simulation of the original SYK model.
Paper Structure (13 sections, 30 equations, 8 figures)

This paper contains 13 sections, 30 equations, 8 figures.

Figures (8)

  • Figure 1: Plots of the density of states $\rho(E)$ for $d>2$ qudit SYK model \ref{['Hamiltonian:Qudit_SYK']} with the coupling constant normalization \ref{['eqn:SUqSpin-normalization']}. The $q=2$ model shows soft edges, while $q=3$ shows hard edges. The number of samples is $2^5\times 3^{12-L}$ for $d=3$ (for both $q=2$ and $q=3$), $5\times 4^{11-L}$ for $d=4$, $2^8\times 5^{7-L}$ for $d=5$, $2\times 6^{9-L}$ for $d=6$, so that the number of eigenvalues is at least $1.7\times10^7$.
  • Figure 2: Nearest-Neighbor Level Spacings for qudit SYK model \ref{['Hamiltonian:Qudit_SYK']} for $d=3, 4, 5, 6$ and $q=2$, and for $d=3$ and $q=3$. Multiple values of sites $L$ are plotted in the same figure. The distribution converges to that of GUE random matrix as $L$ increases. The GUE result is from Dietz:1990.
  • Figure 3: Neighboring gap ratio for the fixed-$i$-unfolded spectrum for the first $30$ neighboring gap pairs for $d=3$ qudit SYK model \ref{['Hamiltonian:Qudit_SYK']} (left) and the distribution of the gap ratio over the entire energy spectrum (right). [Top] $q=2$. [Bottom] $q=3$.
  • Figure 4: $|Z(t)|^2/|Z(0)|^2$ for various $L$ for $d=3$ qudit SYK model \ref{['Hamiltonian:Qudit_SYK']}. Left: $q=2$. Right: $q=3$. The curves are in consecutive order with regards to $L$.
  • Figure 5: Density of states in $q=2$, $M=2$ overlapping clusters SYK model \ref{['Hamiltonian:q=2_M=2_overlapping_clusters_SYK']}. For $6\leq N\leq 34$, $2^{24-N/2}$ samples are used. For $N=36$, $11$ samples are used.
  • ...and 3 more figures