Coupled Lindblad pseudomode theory for simulating open quantum systems
- URL: http://arxiv.org/abs/2506.10308v1
- Date: Thu, 12 Jun 2025 02:40:39 GMT
- Title: Coupled Lindblad pseudomode theory for simulating open quantum systems
- Authors: Zhen Huang, Gunhee Park, Garnet Kin-Lic Chan, Lin Lin,
- Abstract summary: We provide theoretical evidence that coupled pseudomodes only needs to scale as $mathrmlog$T/varepsilon)$T/varepsilon.<n>Inspired by the realization in control theory, we also develop a robust numerical algorithm for constructing $$varepsilon modes that avoids the non- optimization required by existing approaches.
- Score: 4.504072151606678
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Coupled Lindblad pseudomode theory is a promising approach for simulating non-Markovian quantum dynamics on both classical and quantum platforms, with dynamics that can be realized as a quantum channel. We provide theoretical evidence that the number of coupled pseudomodes only needs to scale as $\mathrm{polylog}(T/\varepsilon)$ in the simulation time $T$ and precision $\varepsilon$. Inspired by the realization problem in control theory, we also develop a robust numerical algorithm for constructing the coupled modes that avoids the non-convex optimization required by existing approaches. We demonstrate the effectiveness of our method by computing population dynamics and absorption spectra for the spin-boson model. This work provides a significant theoretical and computational improvement to the coupled Lindblad framework, which impacts a broad range of applications from classical simulations of quantum impurity problems to quantum simulations on near-term quantum platforms.
Related papers
- VQC-MLPNet: An Unconventional Hybrid Quantum-Classical Architecture for Scalable and Robust Quantum Machine Learning [60.996803677584424]
Variational Quantum Circuits (VQCs) offer a novel pathway for quantum machine learning.<n>Their practical application is hindered by inherent limitations such as constrained linear expressivity, optimization challenges, and acute sensitivity to quantum hardware noise.<n>This work introduces VQC-MLPNet, a scalable and robust hybrid quantum-classical architecture designed to overcome these obstacles.
arXiv Detail & Related papers (2025-06-12T01:38:15Z) - Towards robust variational quantum simulation of Lindblad dynamics via stochastic Magnus expansion [10.144001671935907]
We introduce a novel and general framework for the variational quantum simulation of Lindblad equations.<n>We demonstrate the effectiveness of our algorithm through numerical examples in both classical and quantum implementations.
arXiv Detail & Related papers (2025-03-28T02:37:56Z) - Real-Time Scattering Processes with Continuous-Variable Quantum Computers [0.0]
We propose a framework for simulating the real-time dynamics of quantum field theories.<n>We implement non-Gaussian operations for continuous-variable quantum computing platforms.
arXiv Detail & Related papers (2025-02-03T19:11:38Z) - Coherent-State Ladder Time-Dependent Variational Principle for Open
Quantum Systems [0.0]
We present a new paradigm for the dynamical simulation of interacting bosonic systems.
The method relies on a variational ansatz for the $n$-boson density matrix, in terms of a superposition of photon-added coherent states.
We test our method on several examples, demonstrating its potential application to the predictive simulation of interacting bosonic systems and cat qubits.
arXiv Detail & Related papers (2023-06-23T18:00:00Z) - Quantum emulation of the transient dynamics in the multistate
Landau-Zener model [50.591267188664666]
We study the transient dynamics in the multistate Landau-Zener model as a function of the Landau-Zener velocity.
Our experiments pave the way for more complex simulations with qubits coupled to an engineered bosonic mode spectrum.
arXiv Detail & Related papers (2022-11-26T15:04:11Z) - Towards a Quantum Simulation of Nonlinear Sigma Models with a
Topological Term [0.0]
We show that the quantum theory is massless in the strong-coupling regime.
We also highlight the limitations of current quantum algorithms, designed for noisy intermediate-scale quantum devices.
arXiv Detail & Related papers (2022-10-07T16:35:03Z) - Variational Adiabatic Gauge Transformation on real quantum hardware for
effective low-energy Hamiltonians and accurate diagonalization [68.8204255655161]
We introduce the Variational Adiabatic Gauge Transformation (VAGT)
VAGT is a non-perturbative hybrid quantum algorithm that can use nowadays quantum computers to learn the variational parameters of the unitary circuit.
The accuracy of VAGT is tested trough numerical simulations, as well as simulations on Rigetti and IonQ quantum computers.
arXiv Detail & Related papers (2021-11-16T20:50:08Z) - Hybridized Methods for Quantum Simulation in the Interaction Picture [69.02115180674885]
We provide a framework that allows different simulation methods to be hybridized and thereby improve performance for interaction picture simulations.
Physical applications of these hybridized methods yield a gate complexity scaling as $log2 Lambda$ in the electric cutoff.
For the general problem of Hamiltonian simulation subject to dynamical constraints, these methods yield a query complexity independent of the penalty parameter $lambda$ used to impose an energy cost.
arXiv Detail & Related papers (2021-09-07T20:01:22Z) - Quantum algorithms for quantum dynamics: A performance study on the
spin-boson model [68.8204255655161]
Quantum algorithms for quantum dynamics simulations are traditionally based on implementing a Trotter-approximation of the time-evolution operator.
variational quantum algorithms have become an indispensable alternative, enabling small-scale simulations on present-day hardware.
We show that, despite providing a clear reduction of quantum gate cost, the variational method in its current implementation is unlikely to lead to a quantum advantage.
arXiv Detail & Related papers (2021-08-09T18:00:05Z) - Toward simulating quantum field theories with controlled phonon-ion
dynamics: A hybrid analog-digital approach [0.0]
We propose hybrid analog-digital quantum simulations of selected quantum field theories.
On one hand, the semi-digital nature of this proposal offers more flexibility in engineering generic model interactions.
On the other hand, encoding the bosonic fields onto the phonon degrees of freedom of the trapped-ion system allows a more efficient usage of simulator resources.
arXiv Detail & Related papers (2021-04-19T14:35:24Z) - Fixed Depth Hamiltonian Simulation via Cartan Decomposition [59.20417091220753]
We present a constructive algorithm for generating quantum circuits with time-independent depth.
We highlight our algorithm for special classes of models, including Anderson localization in one dimensional transverse field XY model.
In addition to providing exact circuits for a broad set of spin and fermionic models, our algorithm provides broad analytic and numerical insight into optimal Hamiltonian simulations.
arXiv Detail & Related papers (2021-04-01T19:06:00Z)
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.