Variational principle for steady states of dissipative quantum many-body systems
arXiv:1409.8307 · doi:10.1103/PhysRevLett.114.040402
Abstract
We present a novel generic framework to approximate the non-equilibrium steady states of dissipative quantum many-body systems. It is based on the variational minimization of a suitable norm of the quantum master equation describing the dynamics. We show how to apply this approach to different classes of variational quantum states and demonstrate its successful application to a dissipative extension of the Ising model, which is of importance to ongoing experiments on ultracold Rydberg atoms. Finally, we identify several advantages of the variational approach over previously employed mean-field-like methods.
6+2 pages, 4 figures
References in corpus (18)
- The density-matrix renormalization group in the age of matrix product states
- QuTiP 2: A Python framework for the dynamics of open quantum systems
- Quantum States and Phases in Driven Open Quantum Systems with Cold Atoms
- An Open-System Quantum Simulator with Trapped Ions
- Quantum trajectories and open many-body quantum systems
- Quantum-fluid dynamics of microcavity polaritons
- Dissipative Phase Transition in Central Spin Systems
- Dynamical Phase Transitions and Instabilities in Open Atomic Many-Body Systems
- Keldysh approach for non-equilibrium phase transitions in quantum optics: beyond the Dicke model in optical cavities
- An experimental and theoretical guide to strongly interacting Rydberg gases
- Universal non-equilibrium properties of dissipative Rydberg gases
- Dissipative Dynamics and Phase Transitions in Fermionic Systems
- Steady-state crystallization of Rydberg excitations in an optically driven lattice gas
- Dissipation-induced d-Wave Pairing of Fermionic Atoms in an Optical Lattice
- Antiferromagnetic long-range order in dissipative Rydberg lattices
- Local effective dynamics of quantum systems: A generalized approach to work and heat
- Dissipative Binding of Lattice Bosons through Distance-Selective Pair Loss
- Quantum phase transition in an array of coupled dissipative cavities
Cited by in corpus (61)
- Variational Quantum Monte Carlo Method with a Neural-Network Ansatz for Open Quantum Systems
- Variational neural network ansatz for steady states in open quantum systems
- Variational Matrix Product Operators for the Steady State of Dissipative Quantum Systems
- Geometry of quantum phase transitions
- Constructing neural stationary states for open quantum many-body systems
- Enhanced metrology at the critical point of a many-body Rydberg atomic system
- NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems
- Limit cycle phase in driven-dissipative spin systems
- Review: Quantum Metrology and Sensing with Many-Body Systems
- Universality in driven open quantum matter
- Metastability in an open quantum Ising model
- Linked cluster expansions for open quantum systems on a lattice
- Quantum and Nonlinear Optics in Strongly Interacting Atomic Ensembles
- Ergodicity breaking from Rydberg clusters in a driven-dissipative many-body system
- Many-Body Open Quantum Systems
- Hybrid discrete-continuous truncated Wigner approximation for driven, dissipative spin systems
- Dissipative phase transition with driving-controlled spatial dimension and diffusive boundary conditions
- Quantum features of entropy production in driven-dissipative transitions
- Arnoldi-Lindblad time evolution: Faster-than-the-clock algorithm for the spectrum of time-independent and Floquet open quantum systems
- Quasiparticles of Decoherence Processes in Open Quantum Many-Body Systems: Incoherentons
- Spatial correlations in driven-dissipative photonic lattices
- Monte Carlo matrix-product-state approach to the false vacuum decay in the monitored quantum Ising chain
- Many-body dynamics of holes in a driven, dissipative spin chain of Rydberg superatoms
- Driven-dissipative Rydberg blockade in optical lattices
- Tailored jump operators for purely dissipative quantum magnetism
- Adaptive variational low-rank dynamics for open quantum systems
- Bath-engineering magnetic order in quantum spin chains: An analytic mapping approach
- Deep Neural Networks as Variational Solutions for Correlated Open Quantum Systems
- Nonuniform phases in the geometrically frustrated dissipative XYZ model
- On the complexity of the steady-state of weakly symmetric open quantum lattices
- Supersolid phases of Rydberg-excited bosons on a triangular lattice
- Crossover from the discontinuous to continuous phase transitions in dissipative spin system with collective decay
- Open quantum dynamics of strongly coupled oscillators with multi-configuration time-dependent Hartree propagation and Markovian quantum jumps
- Steady-state solution methods for open quantum optical systems
- Steady-state phases of dissipative spin-1/2 XYZ model with frustrated interaction
- Quantum Transport in Open Spin Chains using Neural-Network Quantum States
- Steady-state susceptibility in continuous phase transitions of dissipative systems
- Density Matrix Renormalization Group Algorithm For Mixed Quantum States
- Dissipative quantum many-body dynamics in (1+1)D quantum cellular automata and quantum neural networks
- Excitations and correlations in the driven-dissipative Bose-Hubbard model
- Thermal topological phase transition in SnTe from \emph{ab-initio} calculations
- Correspondence between dissipative phase transitions of light and time crystals
- Oscillating-mode gap: an indicator of phase transition in open quantum many-body systems
- Liouville Space Neural Network Representation of Density Matrices
- Thermalization at Low Temperatures via Weakly-Damped Multi-Site Baths
- Tensor-network-based variational Monte Carlo approach to the non-equilibrium steady state of open quantum systems
- Spontaneous symmetry breaking in non-steady modes of open quantum many-body systems
- General approach to find steady-state manifolds in Markovian and non-Markovian systems
- Non-linear classification capability of quantum neural networks due to emergent quantum metastability
- Microwave-coupled optical bistability in driven and interacting Rydberg gases
- The failure of semiclassical approach in the dissipative fully-connected Ising model
- A multi-asset investment and consumption problem with transaction costs
- Singular transport in non-equilibrium strongly internal-coupled 1D tilted field spin-1/2 chain
- Steady-State Quantum Zeno Effect of Driven-Dissipative Bosons with Dynamical Mean-Field Theory
- Variational approach to open quantum systems with long-range competing interactions
- Pitfalls in the theory of carrier dynamics in semiconductor quantum dots: the single-particle basis vs. the many-particle configuration basis
- Non-normality and dissipation in Markovian quantum dynamics: Implications for quantum simulation
- Metastability in the Dissipative Quantum Rabi Model
- Accurate computation of the energy variance and using iPEPS
- Dissipative quantum North-East-Center model: steady-state phase diagram, universality and nonergodic dynamics
- Projection Optimization Method for Open-Dissipative Quantum Fluids and its Application to a Single Vortex in a Photon Bose-Einstein Condensate