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Intertwining Markov Processes via Matrix Product Operators

Rouven Frassek, Jan de Gier, Jimin Li, Frank Verstraete

Abstract

Duality transformations reveal unexpected equivalences between seemingly distinct models. We introduce an out-of-equilibrium generalisation of matrix product operators to implement duality transformations in one-dimensional boundary-driven Markov processes on lattices. In contrast to local dualities associated with generalised symmetries, here the duality operator intertwines two Markov processes via generalised exchange relations and realises the out-of-equilibrium duality globally. We construct these operators exactly for the symmetric simple exclusion process with distinct out-of-equilibrium boundaries. In this case, out-of-equilibrium boundaries are dual to equilibrium boundaries satisfying Liggett's condition, implying that the Gibbs-Boltzmann measure captures out-of-equilibrium physics when leveraging the duality operator. We illustrate this principle through physical applications.

Intertwining Markov Processes via Matrix Product Operators

Abstract

Duality transformations reveal unexpected equivalences between seemingly distinct models. We introduce an out-of-equilibrium generalisation of matrix product operators to implement duality transformations in one-dimensional boundary-driven Markov processes on lattices. In contrast to local dualities associated with generalised symmetries, here the duality operator intertwines two Markov processes via generalised exchange relations and realises the out-of-equilibrium duality globally. We construct these operators exactly for the symmetric simple exclusion process with distinct out-of-equilibrium boundaries. In this case, out-of-equilibrium boundaries are dual to equilibrium boundaries satisfying Liggett's condition, implying that the Gibbs-Boltzmann measure captures out-of-equilibrium physics when leveraging the duality operator. We illustrate this principle through physical applications.
Paper Structure (14 equations, 2 figures)

This paper contains 14 equations, 2 figures.

Figures (2)

  • Figure 1: Diagrammatic illustration of the out-of-equilibrium MPO intertwiner, see Eqs. (\ref{['eq:MPO-bulk']}) and (\ref{['eq:MPO-boundaries']}) for the details.
  • Figure 2: Illustration of the SSEP. Arrows (grey circle) indicate the allowed stochastic rules (particle).