The transfer tensor method: An analytical study case

M Marcel Morillas-Rozas (Research Group of Quantum Technologies, Universidad Politécnica de Cartagena Member of European University of Technology EUT+ 1 , Cartagena E-30202,) A Alberto López-García (Research Group of Quantum Technologies, Universidad Politécnica de Cartagena Member of European University of Technology EUT+ 1 , Cartagena E-30202,) G Gonzalo Reina Rivero J Jianshu Cao (Department of Chemistry, Massachusetts Institute of Technology 2 , Cambridge, Massachusetts 02139,) J Javier Cerrillo (Research Group of Quantum Technologies, Universidad Politécnica de Cartagena Member of European University of Technology EUT+ 1 , Cartagena E-30202,)

Abstract

The transfer tensor method (TTM) is a versatile tool for analyzing and propagating general open quantum systems. It captures in a compact manner all memory effects in a non-Markovian system through a straightforward transformation of a set of dynamical maps. Transfer tensors (TTs) provide the exact convolutional propagator associated with a given time discretization over the past evolution of an open quantum system. Here we show that, for any finite time discretization, the memory kernel of the Nakajima–Zwanzig equation deviates from the exact TTs, although both converge in the continuous-time limit, as expected. We examine this behavior in the context of an analytically solvable model: a two-level atom resonant with a lossy cavity in the Jaynes–Cummings limit. The atomic dynamics separate into two decoupled subspaces—the coherence and the population difference. We derive exact expressions for the dynamical map, the TTs, and the memory kernel governing the coherence, and we relate them to their counterparts for the population difference. As a function of the ratio between the cavity loss rate and the atom-cavity coupling strength, we identify regions of enhanced non-Markovianity in which the dynamics can be described as fully Markovian for certain TTM time-step choices.

Article Details

Volume / Issue Vol. 165, Issue 5
Published August 07, 2026
ISSN 0021-9606
Publisher American Institute of Physics

Journal Info

The Journal of Chemical Physics

American Institute of Physics

ISSN: 0021-9606 Physical Sciences

Authors (5)

M

Marcel Morillas-Rozas

Research Group of Quantum Technologies, Universidad Politécnica de Cartagena Member of European University of Technology EUT+ 1 , Cartagena E-30202,

A

Alberto López-García

Research Group of Quantum Technologies, Universidad Politécnica de Cartagena Member of European University of Technology EUT+ 1 , Cartagena E-30202,

G

Gonzalo Reina Rivero

J

Jianshu Cao

Department of Chemistry, Massachusetts Institute of Technology 2 , Cambridge, Massachusetts 02139,

J

Javier Cerrillo

Research Group of Quantum Technologies, Universidad Politécnica de Cartagena Member of European University of Technology EUT+ 1 , Cartagena E-30202,