Approximating Gibbs states of local Hamiltonians efficiently with projected entangled pair states

作者：Molnar Andras^*; Schuch Norbert; Verstraete Frank; Cirac J Ignacio

来源：Physical Review B, 2015, 91(4): 045138.

DOI：10.1103/PhysRevB.91.045138

We analyze the error of approximating Gibbs states of local quantum spin Hamiltonians on lattices with projected entangled pair states (PEPS) as a function of the bond dimension (D), temperature (beta(-1)), and system size (N). First, we introduce a compression method in which the bond dimension scales as D = e(O(log22 (N/epsilon))) if beta < O (log(2) N). Second, building on the work of Hastings [M.B. Hastings, Phys. Rev. B 73, 085115 (2006)], we derive a polynomial scaling relation, D = (N/epsilon)(O(beta)). This implies that the manifold of PEPS forms an efficient representation of Gibbs states of local quantum Hamiltonians. From those bounds it also follows that ground states can be approximated with D = N-O(log2 N) whenever the density of states only grows polynomially in the system size. All results hold for any spatial dimension of the lattice.

• 出版日期2015-1-29