Dear CTP/quanta,
This Thursday, May 15, Umesh Vazirani will give a talk on finding
ground states of 1-D quantum systems. The work builds on his recent
breakthroughs in proving area laws in 1-D spin systems, and so is
likely to be of interest to all of us who have been thinking about
entanglement in ground states.
title: A polynomial time algorithm for ground states of 1-D gapped
local Hamiltonians
abstract: The well-known heuristic DMRG (Density Matrix
Renormalization Group) has been the method of choice for the practical
solution of 1D systems since its introduction two decades ago by Steve
White. However, the reasons for DMRG's success are not theoretically
well understood and it is known to fail in certain cases. In this
talk, I will describe the first polynomial time classical algorithm
for finding ground states of 1D quantum systems described by gapped
local Hamiltonians. The algorithm is based on a framework that
combines recently discovered structural features of gapped 1D systems,
convex programming, and a new and efficient construction of a class of
operators called approximate ground state projections (AGSP). An
AGSP-centric approach may help guide the search for algorithms for
more general quantum systems, including for the central challenge of
2D systems, where even heuristic methods have had very limited
success.
Joint work with Zeph Landau and Thomas Vidick
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