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Speeding up quantum dissipative dynamics of open systems with kernel methods [PDF]

open access: goldNew Journal of Physics, 2021
The future forecasting ability of machine learning (ML) makes ML a promising tool for predicting long-time quantum dissipative dynamics of open systems. In this article, we employ nonparametric ML algorithm (kernel ridge regression as a representative of
Arif Ullah, Pavlo O. Dral
doaj   +4 more sources

Quantum Lyapunov exponent in dissipative systems [PDF]

open access: greenPhysical Review E, 2022
The out-of-time order correlator (OTOC) has been widely studied in closed quantum systems. However, there are very few studies for open systems and they are mainly focused on isolating the effects of scrambling from those of decoherence. Adopting a different point of view, we study the interplay between these two processes. This proves crucial in order
Pablo D. Bergamasco   +2 more
openalex   +5 more sources

Dissipation induced localization-delocalization transition in flat band systems [PDF]

open access: yesiScience
Summary: The interplay between dissipation and localization in quantum systems has garnered significant attention due to its potential to manipulate transport properties and induce phase transitions.
Mingdi Xu   +3 more
doaj   +2 more sources

Quantum current in dissipative systems

open access: yesNew Journal of Physics, 2019
Describing current in open quantum systems can be problematic due to the subtle interplay of quantum coherence and environmental noise. Probing the noise-induced current can be detrimental to the tunneling-induced current and vice versa.
Karen V Hovhannisyan, Alberto Imparato
doaj   +5 more sources

Quantum simulation of spin-boson models with structured bath [PDF]

open access: yesNature Communications
The spin-boson model, involving spins interacting with a bath of quantum harmonic oscillators, is a widely used representation of open quantum systems that describe many dissipative processes in physical, chemical and biological systems.
Ke Sun   +6 more
doaj   +2 more sources

Symmetry of Open Quantum Systems: Classification of Dissipative Quantum Chaos

open access: yesPRX Quantum, 2023
We develop a theory of symmetry in open quantum systems. Using the operator-state mapping, we characterize symmetry of Liouvillian superoperators for the open quantum dynamics by symmetry of operators in the double Hilbert space and apply the 38-fold ...
Kohei Kawabata   +4 more
doaj   +1 more source

From Geometry to Coherent Dissipative Dynamics in Quantum Mechanics

open access: yesQuantum Reports, 2021
Starting from the geometric description of quantum systems, we propose a novel approach to time-independent dissipative quantum processes according to which energy is dissipated but the coherence of the states is preserved.
Hans Cruz-Prado   +2 more
doaj   +1 more source

Quantum Nonreciprocal Interactions via Dissipative Gauge Symmetry

open access: yesPRX Quantum, 2023
One-way nonreciprocal interactions between two quantum systems are typically described by a cascaded quantum master equation, and rely on an effective breaking of time-reversal symmetry (TRS) as well as the balancing of coherent and dissipative ...
Yu-Xin Wang, Chen Wang, Aashish A. Clerk
doaj   +1 more source

Dissipative Properties of Quantum Systems [PDF]

open access: yesProceedings of the National Academy of Sciences, 1972
We consider the dissipative properties of large quantum systems from the point of view of kinetic theory. The existence of a nontrivial collision operator imposes restrictions on the possible collisional invariants of the system. We consider a model in which a discrete level is coupled to a set of quantum states and which, in the limit of a large ...
Grecos, A.P., Prigogine, Ilya
openaire   +2 more sources

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