Systematic time-coarse graining for driven quantum systems
- URL: http://arxiv.org/abs/2407.06068v2
- Date: Wed, 31 Jul 2024 23:15:15 GMT
- Title: Systematic time-coarse graining for driven quantum systems
- Authors: Leon Bello, Wentao Fan, Aditya Gandotra, Hakan E. Türeci,
- Abstract summary: We introduce a systematic perturbation theory for obtaining the complete non-unitary effective model of the time-coarse grained dynamics of a driven quantum system.
Remarkably, even though the effective theory presumes unitary time evolution at the microscopic level, the time-coarse grained dynamics is found to follow a non-unitary time evolution in general.
- Score: 7.217684156614636
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Many recent advancements in quantum computing leverage strong drives on nonlinear systems for state preparation, signal amplification, or gate operation. However, the interplay within such strongly driven system introduces multi-scale dynamics that affects the long-time behavior of the system in non-trivial ways that are very difficult to model. Therefore, the analysis of these systems often relies on effective Hamiltonian models that introduce additional nonlinear processes which approximate the long-time dynamics so that highly oscillatory terms may be ignored. However, the removal of such high frequency transitions can only be performed rigorously within a systematic framework of time-coarse graining, which is a fundamentally irreversible operation. This implies that standard approaches with unitary effective models cannot accurately capture the long-time behavior of strongly driven nonlinear quantum systems in general. We introduce a systematic perturbation theory for obtaining the complete non-unitary effective model of the time-coarse grained (TCG) dynamics of a driven quantum system to any order in the coupling strengths. We derive a closed-form analytical formula for both unitary and non-unitary contributions, in the form of an effective Hamiltonian and non-unitary (pseudo-)dissipators. Remarkably, even though the effective theory presumes unitary time evolution at the microscopic level, the time-coarse grained dynamics is found to follow a non-unitary time evolution in general. This occurs even when there is no open heat reservoir for the system to become entangled with or dissipate into. We demonstrate the effectiveness of the new method using several typical models of driven nonlinear systems in superconducting circuits, and show that it generalizes and improves on existing methods by providing more accurate results and explaining phenomena that have not been accounted for.
Related papers
- TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems [43.39754726042369]
We propose a simple-yet-effective self-supervised regularization term as a soft constraint that aligns the forward and backward trajectories predicted by a continuous graph neural network-based ordinary differential equation (GraphODE)
It effectively imposes time-reversal symmetry to enable more accurate model predictions across a wider range of dynamical systems under classical mechanics.
Experimental results on a variety of physical systems demonstrate the effectiveness of our proposed method.
arXiv Detail & Related papers (2023-10-10T08:52:16Z) - Floquet-engineered nonlinearities and controllable pair-hopping
processes: From optical Kerr cavities to correlated quantum matter [0.0]
This work explores the possibility of creating and controlling unconventional nonlinearities by periodic driving.
By means of a parent quantum many-body description, we demonstrate that such driven systems are well captured by an effective NLSE.
We analyze these intriguing properties both in the weakly-interacting (mean-field) regime, captured by the effective NLSE, and in the strongly-correlated quantum regime.
arXiv Detail & Related papers (2023-04-12T13:56:27Z) - Prethermalization in periodically-driven nonreciprocal many-body spin
systems [0.0]
We analyze a new class of time-periodic nonreciprocal dynamics in interacting chaotic classical spin systems.
We find that the magnetization dynamics features a long-lived metastable plateau, whose duration is controlled by the fourth power of the drive frequency.
We extend the notion of prethermal dynamics, observed in the high-frequency limit of periodically-driven systems, to nonreciprocal systems.
arXiv Detail & Related papers (2022-08-18T18:00:15Z) - Decimation technique for open quantum systems: a case study with
driven-dissipative bosonic chains [62.997667081978825]
Unavoidable coupling of quantum systems to external degrees of freedom leads to dissipative (non-unitary) dynamics.
We introduce a method to deal with these systems based on the calculation of (dissipative) lattice Green's function.
We illustrate the power of this method with several examples of driven-dissipative bosonic chains of increasing complexity.
arXiv Detail & Related papers (2022-02-15T19:00:09Z) - Structure-Preserving Learning Using Gaussian Processes and Variational
Integrators [62.31425348954686]
We propose the combination of a variational integrator for the nominal dynamics of a mechanical system and learning residual dynamics with Gaussian process regression.
We extend our approach to systems with known kinematic constraints and provide formal bounds on the prediction uncertainty.
arXiv Detail & Related papers (2021-12-10T11:09:29Z) - Onset of non-Gaussian quantum physics in pulsed squeezing with
mesoscopic fields [1.2252572522254723]
We study the emergence of non-Gaussian quantum features in pulsed squeezed light generation with a mesoscopic number of pump photons.
We argue that the state of the art in nonlinear nanophotonics is quickly approaching this regime.
arXiv Detail & Related papers (2021-11-27T02:49:10Z) - Nonlinear interferometry beyond classical limit facilitated by cyclic
dynamics [18.236929748580867]
We present an approach that is broadly applicable to cyclic systems for implementing nonlinear interferometry without invoking time reversal.
We implement such a 'closed-loop' nonlinear interferometer and achieve a metrological gain of $3.87_-0.95+0.91$ decibels over the classical limit for a total of 26500 atoms.
arXiv Detail & Related papers (2021-11-01T09:41:34Z) - Designing Kerr Interactions for Quantum Information Processing via
Counterrotating Terms of Asymmetric Josephson-Junction Loops [68.8204255655161]
static cavity nonlinearities typically limit the performance of bosonic quantum error-correcting codes.
Treating the nonlinearity as a perturbation, we derive effective Hamiltonians using the Schrieffer-Wolff transformation.
Results show that a cubic interaction allows to increase the effective rates of both linear and nonlinear operations.
arXiv Detail & Related papers (2021-07-14T15:11:05Z) - Bridging the Gap Between the Transient and the Steady State of a
Nonequilibrium Quantum System [58.720142291102135]
Many-body quantum systems in nonequilibrium remain one of the frontiers of many-body physics.
Recent work on strongly correlated electrons in DC electric fields illustrated that the system may evolve through successive quasi-thermal states.
We demonstrate an extrapolation scheme that uses the short-time transient calculation to obtain the retarded quantities.
arXiv Detail & Related papers (2021-01-04T06:23:01Z) - Fast and differentiable simulation of driven quantum systems [58.720142291102135]
We introduce a semi-analytic method based on the Dyson expansion that allows us to time-evolve driven quantum systems much faster than standard numerical methods.
We show results of the optimization of a two-qubit gate using transmon qubits in the circuit QED architecture.
arXiv Detail & Related papers (2020-12-16T21:43:38Z) - On dissipative symplectic integration with applications to
gradient-based optimization [77.34726150561087]
We propose a geometric framework in which discretizations can be realized systematically.
We show that a generalization of symplectic to nonconservative and in particular dissipative Hamiltonian systems is able to preserve rates of convergence up to a controlled error.
arXiv Detail & Related papers (2020-04-15T00:36:49Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.