Quantum control theory and applications: A survey
arXiv:0910.2350 · doi:10.1049/iet-cta.2009.0508
Abstract
This paper presents a survey on quantum control theory and applications from a control systems perspective. Some of the basic concepts and main developments (including open-loop control and closed-loop control) in quantum control theory are reviewed. In the area of open-loop quantum control, the paper surveys the notion of controllability for quantum systems and presents several control design strategies including optimal control, Lyapunov-based methodologies, variable structure control and quantum incoherent control. In the area of closed-loop quantum control, the paper reviews closed-loop learning control and several important issues related to quantum feedback control including quantum filtering, feedback stabilization, LQG control and robust quantum control.
38 pages, invited survey paper from a control systems perspective, some references are added, published version
References in corpus (35)
- A Straightforward Introduction to Continuous Quantum Measurement
- Quantum reinforcement learning
- Feedback control of quantum state reduction
- Coherent quantum LQG control
- Coherent-feedback quantum control with a dynamic compensator
- Full control by locally induced relaxation
- Optimal Dynamical Decoherence Control of a Qubit
- Quantum Kalman Filtering and the Heisenberg Limit in Atomic Magnetometry
- Quantum control by von Neumann measurements
- Coupling strength estimation for spin chains despite restricted access
- Robust quantum parameter estimation: coherent magnetometry with feedback
- Teaching the Environment to Control Quantum Systems
- Sliding mode control of quantum systems
- Local controllability of quantum networks
- Optimal control of entanglement via quantum feedback
- Time-optimal control of a two-level dissipative quantum system
- A discrete invitation to quantum filtering and feedback control
- Optimal Decoherence Control in non-Markovian Open, Dissipative Quantum Systems
- Controllability of open quantum systems with Kraus-map dynamics
- Avoiding entanglement sudden-death via measurement feedback control in a quantum network
- Cooling and squeezing the fluctuations of a nanomechanical beam by indirect quantum feedback control
- Qubit feedback and control with kicked quantum nondemolition measurements: A quantum Bayesian analysis
- Quantum risk-sensitive estimation and robustness
- Reconsidering Rapid Qubit Purification by Feedback
- Observation-assisted optimal control of quantum dynamics
- Rapid Measurement of Quantum Systems using Feedback Control
- Incoherent Control of Locally Controllable Quantum Systems
- Feedback Control of Non-linear Quantum Systems: a Rule of Thumb
- Weak measurement and control of entanglement generation
- Quantum Feedback Control: How to use Verification Theorems and Viscosity Solutions to Find Optimal Protocols
- Non-Markovian entanglement dynamics between two coupled qubits in the same environment
- Control of non-controllable quantum systems: A quantum control algorithm based on Grover iteration
- Asymptotically noise decoupling for Markovian open quantum systems
- Rapid state purification protocols for a Cooper pair box
- Effects of Measurement back-action in the stabilization of a Bose-Einstein condensate through feedback
Cited by in corpus (224)
- Training Schrödinger's cat: quantum optimal control
- Control Principles of Complex Networks
- Open-System Dynamics of Entanglement
- Quantum feedback: theory, experiments, and applications
- Modeling and Control of Quantum Systems: An Introduction
- Driving at the quantum speed limit: Optimal control of a two-level system
- Introduction to the Pontryagin Maximum Principle for Quantum Optimal Control
- Fidelity-based Probabilistic Q-learning for Control of Quantum Systems
- Optimizing Variational Quantum Algorithms using Pontryagin's Minimum Principle
- Sliding Mode Control of Two-Level Quantum Systems
- Sampling-based learning control of inhomogeneous quantum ensembles
- Fast charging of quantum battery assisted by noise
- Experimental Deep Reinforcement Learning for Error-Robust Gateset Design on a Superconducting Quantum Computer
- Optimal Lyapunov-based quantum control for quantum systems
- Krotov: A Python implementation of Krotov's method for quantum optimal control
- Digital-Analog Quantum Computation
- From pulses to circuits and back again: A quantum optimal control perspective on variational quantum algorithms
- Learning-based Quantum Robust Control: Algorithm, Applications and Experiments
- Quantum Algorithmic Measurement
- Rapid Lyapunov control of finite-dimensional quantum systems
- Topological Quantum Compiling with Reinforcement Learning
- Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics
- Implicit energy regularization of neural ordinary-differential-equation control
- Robust optimal control of two-level quantum systems
- Optimal Control Methods for Quantum Batteries
- Evolutionary Algorithms for Hard Quantum Control
- Quantum-optimal-control-inspired ansatz for variational quantum algorithms
- Designing High-Fidelity Single-Shot Three-Qubit Gates: A Machine Learning Approach
- Efficient Quantum Filtering for Quantum Feedback Control
- Sampling-based Learning Control for Quantum Systems with Uncertainties
- Deep Reinforcement Learning Control of Quantum Cartpoles
- Quantum Crosstalk Robust Quantum Control
- High-Speed Driving of a Two-Level System
- Time-dependent unbounded Hamiltonian simulation with vector norm scaling
- Quantum Coherent Nonlinear Feedbacks with Applications to Quantum Optics on Chip
- Non-Markovian quantum input-output networks
- Real-Time Kalman Filter: Cooling of an Optically Levitated Nanoparticle
- Coherent controllers for optical-feedback cooling of quantum oscillators
- Krotov Method for Optimal Control in Closed Quantum Systems
- A differentiable programming method for quantum control
- The Kalman Decomposition for Linear Quantum Systems
- Riemannian geometry and automatic differentiation for optimization problems of quantum physics and quantum technologies
- An Efficient Quantum Jump Method for Coherent Energy Transfer Dynamics in Photosynthetic Systems under the Influence of Laser Fields
- Sampled-data design for robust control of a single qubit
- Stabilization of Stochastic Quantum Dynamics via Open and Closed Loop Control
- Time-dependent Hamiltonian Simulation of Highly Oscillatory Dynamics and Superconvergence for Schrödinger Equation
- Learning Quantum Hamiltonians from Single-qubit Measurements
- GRAPE optimization for open quantum systems with time-dependent decoherence rates driven by coherent and incoherent controls
- Realization of quantum gates by Lyapunov control
- Quantum gate identification: error analysis, numerical results and optical experiment
- Simulating groundstate and dynamical quantum phase transitions on a superconducting quantum computer
- Approaching the adiabatic timescale with machine-learning
- Heisenberg Picture Approach to the Stability of Quantum Markov Systems
- Quantum Ensemble Classification: A Sampling-based Learning Control Approach
- Quantum learning of coherent states
- Dynamics with autoregressive neural quantum states: application to critical quench dynamics
- Reachable sets for two-level open quantum systems driven by coherent and incoherent controls
- Bilinear dynamic mode decomposition for quantum control
- Time-rescaled quantum dynamics as a shortcut to adiabaticity
- Understanding Quantum Control Processor Capabilities and Limitations through Circuit Characterization
- Supervised learning of time-independent Hamiltonians for gate design
- Information backflow as a resource for entanglement
- Analyzing the impact of time-correlated noise on zero-noise extrapolation
- Time-optimal purification of a qubit in contact with a structured environment
- Optimal feedback control of two-qubit entanglement in dissipative environments
- Time-optimal selective pulses of two uncoupled spin 1/2 particles
- Probing Geometric Excitations of Fractional Quantum Hall States on Quantum Computers
- Hybrid Oscillator-Qubit Quantum Processors: Instruction Set Architectures, Abstract Machine Models, and Applications
- Demonstration of a parity-time symmetry breaking phase transition using superconducting and trapped-ion qutrits
- Comparison between optimal control and shortcut to adiabaticity protocols in a linear control system
- A fully efficient time-parallelized quantum optimal control algorithm
- Design of Feedback Control Laws for Information Transfer in Spintronics Networks
- Comparison between continuous- and discrete-mode coherent feedback for the Jaynes-Cummings model
- Thermodynamics of quantum feedback cooling
- Learning control of quantum systems using frequency-domain optimization algorithms
- Extended local ergotropy
- Minimal Time Generation of Density Matrices for a Two-Level Quantum System Driven by Coherent and Incoherent Controls
- Universal feedback control of two-qubit entanglement
- Approximate Dynamics Lead to More Optimal Control: Efficient Exact Derivatives
- Anti-bunching dynamics of plasmonically mediated entanglement generation
- Near-optimal control of dynamical systems with neural ordinary differential equations
- Fault-Tolerant Control of Linear Quantum Stochastic Systems
- Error-transparent evolution: the ability of multi-body interactions to bypass decoherence
- Action-Noise-Assisted Quantum Control
- Approximation of Reachable Set for Coherently Controlled Open Quantum Systems: Application to Quantum State Engineering
- Noncompletely Positive Quantum Maps Enable Efficient Local Energy Extraction in Batteries
- Robust control of an ensemble of springs: Application to Ion Cyclotron Resonance and two-level Quantum Systems
- Power Spectrum Identification for Quantum Linear Systems
- Atomic Quantum Technologies for Quantum Matter and Fundamental Physics Applications
- Energy control in a quantum oscillator using coherent control and engineered environment
- Sampling-based Learning Control for Quantum Systems with Hamiltonian Uncertainties
- Common Foundations of Optimal Control Across the Sciences: evidence of a free lunch
- Uncomputability and complexity of quantum control
- Identification of single-input-single-output quantum linear systems
- Noise suppression of on-chip mechanical resonators by chaotic coherent feedback
- Optimal control of an inhomogeneous spin ensemble coupled to a cavity
- Time evolution of two harmonic oscillators with cross-Kerr interactions
- Robust quantum control with disorder-dressed evolution
- Coherently tracking the covariance matrix of an open quantum system
- Learning Control of Quantum Systems
- Quantum machine learning with glow for episodic tasks and decision games
- A Projection Operator-based Newton Method for the Trajectory Optimization of Closed Quantum Systems
- Continuous measurements for control of superconducting quantum circuits
- A Numerical Algorithm for C2-splines on Symmetric Spaces
- How to enhance quantum generative adversarial learning of noisy information
- Behavior of two-level quantum system driven by non-classical inputs
- Quantum computing through the lens of control: A tutorial introduction
- Non-Markovian Dynamics of a Single Excitation within Many-Body Dissipative Systems
- Learning unidirectional coupling using echo-state network
- Neural networks for quantum state tomography with constrained measurements
- Non-equilibrium non-Markovian steady-states in open quantum many-body systems: Persistent oscillations in Heisenberg quantum spin chains
- Concatenated Composite Pulses Applied to Liquid-State Nuclear Magnetic Resonance Spectroscopy
- Machine Learning for Estimation and Control of Quantum Systems
- Optimal control of linear Gaussian quantum systems via quantum learning control
- Towards Quantum Cybernetics
- Flag-Based Control of Quantum Purity for Systems
- Limits of optimal control yields achievable with quantum controllers
- Singular Perturbation Approximations for General Linear Quantum Systems
- On the capability of a class of quantum sensors
- A transverse Hamiltonian variational technique for open quantum stochastic systems and its application to coherent quantum control
- Compilation of selective pulse network on liquid-state nuclear magnetic resonance system
- Feedback-induced nonlinearity and superconducting on-chip quantum optics
- A smoothing theory for open quantum systems: The least mean square approach
- Push-Pull Optimization of Quantum Controls
- Fast generation of entanglement between coupled spins using optimization and deep learning methods
- Quantum Zermelo problem for general energy resource bounds
- Controlling Many-Body Quantum Chaos: Bose-Hubbard systems
- Ground-state Stabilization of Open Quantum Systems by Dissipation
- Binding energy of bipartite quantum systems: Interaction, correlations, and tunneling
- Hamiltonian Purification
- Purity Speed Limit of Open Quantum Systems from Magic Subspaces
- Double-bracket quantum algorithms for quantum imaginary-time evolution
- Reachability in Infinite Dimensional Unital Open Quantum Systems with Switchable GKS-Lindblad Generators
- Time-dependent Hamiltonian Simulation via Magnus Expansion: Algorithm and Superconvergence
- Quantum autoencoders using mixed reference states
- Quantum Pontryagin Principle under Continuous Measurements and Feedback
- Solving quantum optimal control problems using projection-operator-based Newton steps
- Optimal parent Hamiltonians for time-dependent states
- Controlling Quantum Chaos: Optimal Coherent Targeting
- Quantum Resource Control for noisy EPR-steering with qubit measurements
- Fault-tolerant control for optical parametric oscillators with pumping fluctuations
- Preservation of Commutation Relations and Physical Realizability of Open Two-Level Quantum Systems
- Unifying methods for optimal control in non-Markovian quantum systems via process tensors
- Framework for Learning and Control in the Classical and Quantum Domains
- State-space distribution and dynamical flow for closed and open quantum systems
- Quantum circuit compilation with quantum computers
- Reinforcement Learning vs. Gradient-Based Optimisation for Robust Energy Landscape Control of Spin-1/2 Quantum Networks
- Time Domain Sensitivity of the Tracking Error
- On Quantum Channel Estimation with Minimal Resources
- Moment-Based Ensemble Control
- Control landscapes for high-fidelity generation of C-NOT and C-PHASE gates with coherent and environmental driving
- Dual-Capability Machine Learning Models for Quantum Hamiltonian Parameter Estimation and Dynamics Prediction
- Improving robustness of quantum feedback control with reinforcement learning
- The Transfer of Entanglement Negativity at the Onset of Interactions
- Deterministic quantum state transfer of atoms in a random magnetic field
- Control landscapes for a class of non-linear dynamical systems: sufficient conditions for the absence of traps
- Quantum Feedback Networks and Control: A Brief Survey
- Unified Collision Model of Coherent and Measurement-based Quantum Feedback
- Modelling and Control of Quantum Measurement Induced Backaction in Double Quantum Dots
- How to Suppress Dark States in Quantum Networks and Bio-Engineered Structures
- Nonlinear quantum input-output analysis using Volterra series
- Revisiting the Jaynes-Cummings model with time-dependent coupling
- Bringing Quantum Systems under Control: A Tutorial Invitation to Quantum Computing and Its Relation to Bilinear Control Systems
- Robust controllability of two-qubit Hamiltonian dynamics
- A Quantum States Preparation Method Based on Difference-Driven Reinforcement Learning
- Controlling quantum many-body systems using reduced-order modelling
- Optimal Bounds on State Transfer Under Quantum Channels with Application to Spin System Engineering
- Deciding finiteness of bosonic dynamics with tunable interactions
- Modular Quantum Memories Using Passive Linear Optics and Coherent Feedback
- Reachability in Controlled Markovian Quantum Systems: An Operator-Theoretic Approach
- Deep Reinforcement Learning with Quantum-inspired Experience Replay
- On the dynamics of a quantum coherent feedback network of cavity-mediated double quantum dot qubits
- Feasibility study of a coherent feedback squeezer
- Quantum control and the challenge of non-Hermitian model-building
- Tackling the Challenges of Adding Pulse-level Support to a Heterogeneous HPCQC Software Stack: MQSS Pulse
- A geometric approach to quantum control in projective Hilbert spaces
- Isotropy and control of dissipative quantum dynamics
- Subspace Stabilization Analysis for Non-Markovian Open Quantum Systems
- Pole placement design for quantum systems via coherent observers
- Controllability of the Jaynes-Cummings-Hubbard model
- Weighted Quantum Channel Compiling through Proximal Policy Optimization
- A Survey of Riccati Equation Results in Negative Imaginary Systems Theory and Quantum Control Theory
- Dynamical analysis of quantum linear systems driven by multi-channel multi-photon states
- Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems
- On the dynamics of two photons interacting with a two-qubit coherent feedback network}
- Scaling of symmetry-restricted quantum circuits
- Zero- to ultralow-field nuclear magnetic resonance and its applications
- Engineering Precise and Robust Effective Hamiltonians
- Flag-based Control of Orbit Dynamics in Quantum Lindblad Systems
- Optimization of Time-Dependent Decoherence Rates and Coherent Control for a Qutrit System
- Physical Realizability Conditions for Mixed Bilinear-Linear Quantum Cascades with Pure Field Coupling
- An Approximate Bayesian Approach to Optimal Input Signal Design for System Identification
- On the energetic analysis of autonomous quantum systems
- Finite-time stabilization control of quantum systems
- Analysis of Quantum Linear Systems' Response to Multi-photon States
- Subsystem-based Approach to Scalable Quantum Optimal Control
- Structural characterization of linear quantum systems with application to back-action evading measurement
- Optimal control theory for applications in magnetic resonance imaging
- Optimal Shortcuts to Adiabaticity for a Quantum Piston
- Coherent LQG Control, Free-Carrier Oscillations, Optical Ising Machines and Pulsed OPO Dynamics
- Trajectory-constrained optimal local time-continuous waveform controls for state transitions in -level quantum systems
- Uncertainty decomposition of quantum networks in SLH framework
- Dual current anomalies and quantum transport within extended reservoir simulations
- Measurement-based cooling of many-body quantum systems
- An axiomatic measure of one-way quantum information
- Globally optimal control of quantum dynamics
- Signal Flows in Non-Markovian Linear Quantum Feedback Networks
- Non-Markovian Noise in Symmetry-Preserving Quantum Dynamics
- Minimum-Time Cavity Optomechanical Cooling
- Coherent Robust H-Infinity Control of Uncertain Linear Quantum Stochastic Systems
- Enhancement of superconducting pairing via quantum Lyapunov control
- Performance Analysis and Coherent Guaranteed Cost Control for Uncertain Quantum Systems Using Small Gain and Popov Methods
- Quantum Machine Learning for State Tomography Using Classical Data
- Dipolar optimal control of entangled current states
- Asymptotic optimality of Grover-Radhakrishnan-Korepin algorithm
- Model-Free Quantum Stabilization via Finite-Difference Lyapunov Control
- Counterdiabatic driving for random-gap Landau-Zener transitions
- Several recent developments in estimation and robust control of quantum systems
- Application of the Small Tip-Angle approximation in the Toggling Frame for the design of analytic robust pulses in Quantum Control
- On the response of quantum linear systems to single photon input fields
- Set Stabilizability of Quantum Systems
- Real-time Information, Uncertainty and Quantum Feedback Control
- Coherent Feedback Control of Linear Quantum Optical Systems via Squeezing and Phase Shift
- Ensemble Control on Lie Groups