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Quantum critical scaling of the geometric tensors
Berry phases and the quantum-information theoretic notion of fidelity have
been recently used to analyze quantum phase transitions from a geometrical
perspective. In this paper we unify these two approaches showing that the
underlying mechanism is the critical singular behavior of a complex tensor over
the Hamiltonian parameter space. This is achieved by performing a scaling
analysis of this quantum geometric tensor in the vicinity of the critical
points. In this way most of the previous results are understood on general
grounds and new ones are found. We show that criticality is not a sufficient
condition to ensure superextensive divergence of the geometric tensor, and
state the conditions under which this is possible. The validity of this
analysis is further checked by exact diagonalization of the spin-1/2 XXZ
Heisenberg chain.Comment: Typos correcte
Statistical Mechanics and Information-Theoretic Perspectives on Complexity in the Earth System
Peer reviewedPublisher PD
Field-theoretic methods
Many complex systems are characterized by intriguing spatio-temporal
structures. Their mathematical description relies on the analysis of
appropriate correlation functions. Functional integral techniques provide a
unifying formalism that facilitates the computation of such correlation
functions and moments, and furthermore allows a systematic development of
perturbation expansions and other useful approximative schemes. It is explained
how nonlinear stochastic processes may be mapped onto exponential probability
distributions, whose weights are determined by continuum field theory actions.
Such mappings are madeexplicit for (1) stochastic interacting particle systems
whose kinetics is defined through a microscopic master equation; and (2)
nonlinear Langevin stochastic differential equations which provide a mesoscopic
description wherein a separation of time scales between the relevant degrees of
freedom and background statistical noise is assumed. Several well-studied
examples are introduced to illustrate the general methodology.Comment: Article for the Encyclopedia of Complexity and System Science, B.
Meyers (Ed.), Springer-Verlag Berlin, 200
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