ORCID Profile
0000-0002-7425-3559
Current Organisation
University of New South Wales
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Research Topics
In Research Link Australia (RLA), "Research Topics" refer to ANZSRC FOR and SEO codes. These topics are either sourced from ANZSRC FOR and SEO codes listed in researchers' related grants or generated by a large language model (LLM) based on their publications.
Top 5 Research Topics
ANZSRC Field of Research (FoR)
Applied Mathematics | Calculus of Variations, Systems Theory and Control Theory | Systems Theory And Control | Quantum Chemistry | Control Engineering | Control Systems, Robotics and Automation | Reinforcement learning | Quantum Information, Computation and Communication | Control engineering mechatronics and robotics | Control engineering | Calculus of variations mathematical aspects of systems theory and control theory | Quantum Optics And Lasers
ANZSRC Socio-Economic Objective (SEO)
Information and Communication Services not elsewhere classified | Expanding Knowledge in Engineering | Mathematical sciences |
Related Links
Publications
Optimal Lyapunov quantum control of two-level systems: Convergence and extended techniques
Publisher: Elsevier BV
Date: 03-2014
Hybrid MDP based integrated hierarchical Q-learning
Publisher: Springer Science and Business Media LLC
Date: 11-08-2011
Robust Quantum-Inspired Reinforcement Learning for Robot Navigation
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 02-2012
Attosecond Dynamics of Molecular Electronic Ring Currents
Publisher: American Chemical Society (ACS)
Date: 05-05-2017
DOI: 10.1021/ACS.JPCLETT.7B00877
Abstract: Ultrafast charge migration is of fundamental importance to photoinduced chemical reactions. However, exploring such a quantum dynamical process requires demanding spatial and temporal resolutions. We show how electronic coherence dynamics induced in molecules by a circularly polarized UV pulse can be tracked by using a time-delayed circularly polarized attosecond X-ray pulse. The X-ray probe spectra retrieve an image at different time delays, encoding instantaneous pump-induced circular charge migration information on an attosecond time scale. A time-dependent ultrafast electronic coherence associated with the periodical circular ring currents shows a strong dependence on the helicity of the UV pulse, which may provide a direct approach to access and control the electronic quantum coherence dynamics in photophysical and photochemical reactions in real time.
Quantum Control and Quantum Information Technology
Publisher: Hindawi Limited
Date: 2013
DOI: 10.1155/2013/525631
Quantum robot: structure, algorithms and applications
Publisher: Cambridge University Press (CUP)
Date: 21-02-2006
DOI: 10.1017/S0263574705002596
Abstract: A brand-new paradigm of robots–quantum robots–is proposed through the fusion of quantum theory with robot technology. A quantum robot is essentially a complex quantum system which generally consists of three fundamental components: multi-quantum computing units (MQCU), quantum controller/actuator, and information acquisition units. Corresponding to the system structure, several learning control algorithms, including quantum searching algorithms and quantum reinforcement learning algorithms, are presented for quantum robots. The theoretical results show that quantum robots using quantum searching algorithms can reduce the complexity of the search problem from O( $N^2)$ in classical robots to O( $N\\sqrt N)$ . Simulation results demonstrate that quantum robots are also superior to classical robots in efficient learning under novel quantum reinforcement learning algorithms. Considering the advantages of quantum robots, some important potential applications are also analyzed and prospected.
Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 08-2020
Robust manipulation of superconducting qubits in the presence of fluctuations
Publisher: Springer Science and Business Media LLC
Date: 19-01-2015
DOI: 10.1038/SREP07873
Sliding mode control of quantum systems
Publisher: IOP Publishing
Date: 30-10-2009
Universal Fuzzy Models and Universal Fuzzy Controllers for Discrete-Time Nonlinear Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 05-2015
Realization of mutually unbiased bases for a qubit with only one wave plate: theory and experiment
Publisher: The Optical Society
Date: 10-04-2015
DOI: 10.1364/OE.23.010018
Precision limit of atomic magnetometers in the presence of spin-destruction collisions
Publisher: IOP Publishing
Date: 13-01-2015
Reaching a Quantum Consensus: Master Equations that Generate Symmetrization and Synchronization
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2015
Deep Reinforcement Learning With Quantum-Inspired Experience Replay
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 09-2022
Exponentially Enhanced Quantum Non-Hermitian Sensing via Optimized Coherent Drive
Publisher: American Physical Society (APS)
Date: 26-01-2022
Quantum Coherent Control of a Single Molecular-Polariton Rotation
Publisher: American Physical Society (APS)
Date: 25-01-2023
Vanishing and Revival of Resonance Raman Scattering
Publisher: American Physical Society (APS)
Date: 26-11-2019
Synchronization of a Group of Mobile Agents With Variable Speeds Over Proximity Nets
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 07-2016
Full reconstruction of a 14-qubit state within four hours
Publisher: IOP Publishing
Date: 18-08-2016
Quantum Hamiltonian Identification With Classical Colored Measurement Noise
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 05-2021
Lifelong Incremental Reinforcement Learning With Online Bayesian Inference
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 08-2022
Quantum bandit with amplitude amplification exploration in an adversarial environment
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2023
Quantum gate identification: Error analysis, numerical results and optical experiment
Publisher: Elsevier BV
Date: 03-2019
Sliding mode control of two-level quantum systems
Publisher: Elsevier BV
Date: 05-2012
Hamiltonian Identification via Quantum Ensemble Classification
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2023
Quantum reinforcement learning during human decision-making
Publisher: Springer Science and Business Media LLC
Date: 20-01-2020
DOI: 10.1038/S41562-019-0804-2
Abstract: Classical reinforcement learning (CRL) has been widely applied in neuroscience and psychology however, quantum reinforcement learning (QRL), which shows superior performance in computer simulations, has never been empirically tested on human decision-making. Moreover, all current successful quantum models for human cognition lack connections to neuroscience. Here we studied whether QRL can properly explain value-based decision-making. We compared 2 QRL and 12 CRL models by using behavioural and functional magnetic resonance imaging data from healthy and cigarette-smoking subjects performing the Iowa Gambling Task. In all groups, the QRL models performed well when compared with the best CRL models and further revealed the representation of quantum-like internal-state-related variables in the medial frontal gyrus in both healthy subjects and smokers, suggesting that value-based decision-making can be illustrated by QRL at both the behavioural and neural levels.
Fidelity-Based Probabilistic Q-Learning for Control of Quantum Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 05-2014
Learning Control of Quantum Systems Using Frequency-Domain Optimization Algorithms
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 07-2021
Identification of Time-Varying Decoherence Rates for Open Quantum Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2021
A recursive two-phase general protocol on deterministic remote preparation of a class of multi-qubit states
Publisher: IOP Publishing
Date: 21-09-2012
Attosecond all-optical control and visualization of quantum interference between degenerate magnetic states by circularly polarized pulses
Publisher: Optica Publishing Group
Date: 12-02-2020
DOI: 10.1364/OL.386879
Abstract: Controlling coherence and interference of quantum states is one of the central goals in quantum science. Different from energetically discrete quantum states, however, it remains a demanding task to visualize coherent properties of degenerate states (e.g., magnetic sublevels). It becomes further inaccessible in the absence of an external perturbation (e.g., Zeeman effect). Here, we present a theoretical analysis of all-optical control of degenerate magnetic states in the molecular hydrogen ion, H 2 + , by using two time-delayed co- and counterrotating circularly polarized attosecond extreme-ultraviolet (XUV) pulses. We perform accurate simulations to examine this model by solving the three-dimensional time-dependent Schrödinger equation. A counterintuitive phenomenon of quantum interference between degenerate magnetic sublevels appears in the time-dependent electronic probability density, which is observable by using x-ray-induced transient angular and energy-resolved photoelectron spectra. This work provides an insight into quantum interference of electron dynamics inside molecules at the quantum degeneracy level.
Sampling‐based learning control of quantum systems via path planning
Publisher: Institution of Engineering and Technology (IET)
Date: 10-2014
Fault-Tolerant Control of Linear Quantum Stochastic Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 06-2017
Modeling and Control of Quantum Measurement-Induced Backaction in Double Quantum Dots
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2019
Rapid incoherent control of quantum systems based on continuous measurements and reference model
Publisher: Institution of Engineering and Technology (IET)
Date: 02-2009
Optimal and robust control of quantum state transfer by shaping the spectral phase of ultrafast laser pulses
Publisher: Royal Society of Chemistry (RSC)
Date: 2018
DOI: 10.1039/C8CP00512E
Abstract: Optimal and robust control of quantum state transfer between states by incorporating a filtering function into optimization algorithm.
Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 02-2021
Notes on Sampled-data Design for Robust Control of a Single Qubit
Publisher: Elsevier BV
Date: 2013
Generation of Accessible Sets in the Dynamical Modeling of Quantum Network Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 06-2022
A Quantum Hamiltonian Identification Algorithm: Computational Complexity and Error Analysis
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 05-2017
Simultaneous Estimation of Parameters and the State of an Optical Parametric Oscillator System
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2022
Sampling-based learning control for quantum systems with hamiltonian uncertainties
Publisher: IEEE
Date: 12-2013
Single-laser-induced quantum interference in photofragmentation reaction of D+ 2
Publisher: Informa UK Limited
Date: 06-03-2017
Quantum Language Model With Entanglement Embedding for Question Answering
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 06-2023
Robust entanglement control between two atoms in a cavity using sampling-based learning control
Publisher: IEEE
Date: 12-2014
A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2022
Control Design of Uncertain Quantum Systems With Fuzzy Estimators
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 10-2012
Fast quantum state transfer in hybrid quantum dot-metal nanoparticle systems by shaping ultrafast laser pulses
Publisher: IOP Publishing
Date: 02-08-2019
Filter-Based Feedback Control for a Class of Markovian Open Quantum Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 07-2019
Subspace stabilization analysis for a class of non-Markovian open quantum systems
Publisher: American Physical Society (APS)
Date: 22-04-2020
Control of non-controllable quantum systems: a quantum control algorithm based on Grover iteration
Publisher: IOP Publishing
Date: 21-09-2005
Quantum State Tomography via Linear Regression Estimation
Publisher: Springer Science and Business Media LLC
Date: 13-12-2013
DOI: 10.1038/SREP03496
Abstract: A simple yet efficient state reconstruction algorithm of linear regression estimation (LRE) is presented for quantum state tomography. In this method, quantum state reconstruction is converted into a parameter estimation problem of a linear regression model and the least-squares method is employed to estimate the unknown parameters. An asymptotic mean squared error (MSE) upper bound for all possible states to be estimated is given analytically, which depends explicitly upon the involved measurement bases. This analytical MSE upper bound can guide one to choose optimal measurement sets. The computational complexity of LRE is O ( d 4 ) where d is the dimension of the quantum state. Numerical ex les show that LRE is much faster than maximum-likelihood estimation for quantum state tomography.
Self-Paced Prioritized Curriculum Learning With Coverage Penalty in Deep Reinforcement Learning
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 06-2018
Learning control of population transfer between subspaces of quantum systems using an adaptive target scheme
Publisher: IEEE
Date: 07-2016
Quantum Filtering for a Qubit System Subject to Classical Disturbances
Publisher: IEEE
Date: 10-2018
Stability of a Class of Linear Quantum Feedback Systems with Time Delays
Publisher: IEEE
Date: 10-2018
Coherent robust H ∞
Publisher:
Elsevier BV
Date:
07-2017
Publisher: Elsevier BV
Date: 07-2017
Identifying Strong-Field Effects in Indirect Photofragmentation Reactions
Publisher: American Chemical Society (ACS)
Date: 08-12-2017
DOI: 10.1021/ACS.JPCLETT.6B02613
Abstract: Exploring molecular breakup processes induced by light-matter interactions has both fundamental and practical implications. However, it remains a challenge to elucidate the underlying reaction mechanism in the strong field regime, where the potentials of the reactant are modified dramatically. Here we perform a theoretical analysis combined with a time-dependent wavepacket calculation to show how a strong ultrafast laser field affects the photofragment products. As an ex le, we examine the photochemical reaction of breaking up the molecule NaI into the neutral atoms Na and I, which due to inherent nonadiabatic couplings are indirectly formed in a stepwise fashion via the reaction intermediate NaI*. By analyzing the angular dependencies of fragment distributions, we are able to identify the reaction intermediate NaI* from the weak to the strong field-induced nonadiabatic regimes. Furthermore, the energy levels of NaI* can be extracted from the quantum interference patterns of the transient photofragment momentum distribution.
Incremental Reinforcement Learning With Prioritized Sweeping for Dynamic Environments
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 04-2019
Sampled-Data Design for Robust Control of a Single Qubit
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 10-2013
Filtering for a Class of Quantum Systems With Classical Stochastic Disturbances
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2019
Rapid Lyapunov control of finite-dimensional quantum systems
Publisher: Elsevier BV
Date: 07-2017
Learning robust and high-precision quantum controls
Publisher: American Physical Society (APS)
Date: 18-04-2019
Incoherent control of locally controllable quantum systems
Publisher: AIP Publishing
Date: 15-10-2008
DOI: 10.1063/1.2992557
Abstract: An incoherent control scheme for state control of locally controllable quantum systems is proposed. This scheme includes three steps: (1) litude lification of the initial state by a suitable unitary transformation, (2) projective measurement of the lified state, and (3) final optimization by a unitary controlled transformation. The first step increases the litudes of some desired eigenstates and the corresponding probability of observing these eigenstates, the second step projects, with high probability, the lified state into a desired eigenstate, and the last step steers this eigenstate into the target state. Within this scheme, two control algorithms are presented for two classes of quantum systems. As an ex le, the incoherent control scheme is applied to the control of a hydrogen atom by an external field. The results support the suggestion that projective measurements can serve as an effective control and local controllability information can be used to design control laws for quantum systems. Thus, this scheme establishes a subtle connection between control design and controllability analysis of quantum systems and provides an effective engineering approach in controlling quantum systems with partial controllability information.
Efficient Bayesian Policy Reuse With a Scalable Observation Model in Deep Reinforcement Learning
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2023
Tomography of binary quantum detectors
Publisher: IEEE
Date: 12-2019
Robust incoherent control of qubit systems via switching and optimisation
Publisher: Informa UK Limited
Date: 18-09-2009
Multiple independent quantum states sharing under collaboration of agents in quantum networks
Publisher: Springer Science and Business Media LLC
Date: 30-11-2011
Fundamental limits for reciprocal and nonreciprocal non-Hermitian quantum sensing
Publisher: American Physical Society (APS)
Date: 20-04-2021
Performance Analysis and Coherent Guaranteed Cost Control for Uncertain Quantum Systems Using Small Gain and Popov Methods
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 03-2017
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2022
Agent-based self-adaptable context-aware network vulnerability assessment
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 09-2013
Grey systems for intelligent sensors and information processing
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 08-2008
Robust H ∞ controller design for a class of linear quantum systems with time delay
Publisher: Wiley
Date: 06-06-2016
DOI: 10.1002/RNC.3577
An efficient scheme for multi-party quantum state sharing of an arbitrary multi-qubit state with one GHZ channel
Publisher: Springer Science and Business Media LLC
Date: 19-06-2012
Notes on Sliding Mode Control of Two-Level Quantum Systems
Publisher: Elsevier BV
Date: 2011
Quantum Cybernetics Technical Committee Reports: Investigating the Role of Quantum Effects in Regulating Quantum and Classical Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 04-2020
Adaptive quantum state tomography via linear regression estimation: Theory and two-qubit experiment
Publisher: Springer Science and Business Media LLC
Date: 24-04-2017
DOI: 10.1038/S41534-017-0016-4
Abstract: Adaptive techniques have great potential for wide application in enhancing the precision of quantum parameter estimation. We present an adaptive quantum state tomography protocol for finite dimensional quantum systems and experimentally implement the adaptive tomography protocol on two-qubit systems. In this adaptive quantum state tomography protocol, an adaptive measurement strategy and a recursive linear regression estimation algorithm are performed. Numerical results show that our adaptive quantum state tomography protocol can outperform tomography protocols using mutually unbiased bases and the two-stage mutually unbiased bases adaptive strategy, even with the simplest product measurements. When nonlocal measurements are available, our adaptive quantum state tomography can beat the Gill–Massar bound for a wide range of quantum states with a modest number of copies. We use only the simplest product measurements to implement two-qubit tomography experiments. In the experiments, we use error-compensation techniques to tackle systematic error due to misalignments and imperfection of wave plates, and achieve about a 100-fold reduction of the systematic error. The experimental results demonstrate that the improvement of adaptive quantum state tomography over nonadaptive tomography is significant for states with a high level of purity. Our results also show that this adaptive tomography method is particularly effective for the reconstruction of maximally entangled states, which are important resources in quantum information.
Learning and Robust Control in Quantum Technology
Publisher: Springer International Publishing
Date: 2023
Quantum control theory and applications: a survey
Publisher: Institution of Engineering and Technology (IET)
Date: 12-2010
Ultrafast-pulse generation using inhomogeneous laser fields and performance analysis
Publisher: IEEE
Date: 05-2019
Optimization of electric spring operational strategy to minimize electricity bill
Publisher: Elsevier BV
Date: 12-2021
Quantum Mechanics Helps in Learning for More Intelligent Robots
Publisher: IOP Publishing
Date: 28-06-2006
Controllability of quantum systems with switching control
Publisher: Informa UK Limited
Date: 2011
Distributed sampled-data control of nonholonomic multi-robot systems with proximity networks
Publisher: Elsevier BV
Date: 03-2017
The improved quantum switching mechanism based on contention
Publisher: Elsevier BV
Date: 02-2009
Coherent robust H∞ control of uncertain linear quantum systems with direct and indirect couplings
Publisher: Elsevier BV
Date: 09-2023
Design of a Quantum Projection Filter
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 08-2020
Sampling-based learning control of quantum systems with bounded inputs and uncertainties via path planning
Publisher: IEEE
Date: 11-2013
Sampling-based learning control for quantum discrimination and ensemble classification
Publisher: IEEE
Date: 07-2014
Detecting non-Markovianity via quantified coherence: theory and experiments
Publisher: Springer Science and Business Media LLC
Date: 19-06-2020
DOI: 10.1038/S41534-020-0283-3
Abstract: The dynamics of open quantum systems and manipulation of quantum resources are both of fundamental interest in quantum physics. Here, we investigate the relation between quantum Markovianity and coherence, providing an effective way for detecting non-Markovianity based on the quantum-incoherent relative entropy of coherence ( $${\\mathcal{Q}}{\\mathcal{I}}$$ Q I REC). We theoretically show the relation between completely positive (CP) isibility and the monotonic behavior of the $${\\mathcal{Q}}{\\mathcal{I}}$$ Q I REC. Also we implement an all-optical experiment to demonstrate that the behavior of the $${\\mathcal{Q}}{\\mathcal{I}}$$ Q I REC is coincident with the entanglement shared between the system and the ancilla for both Markovian and non-Markovian evolution while other coherence-based non-Markovian information carriers violate monotonicity, even in Markovian processes. Moreover, both theoretically and experimentally, we show that non-Markovianity enhances the ability of creating coherence on an ancilla. This is the first experimental study of the relation between dynamical behavior of the $${\\mathcal{Q}}{\\mathcal{I}}$$ Q I REC and the phenomenon of information backflow. Our methods for detecting non-Markovianity are applicable to general quantum evolutions.
Exact analysis of the response of quantum systems to two-photons using a QSDE approach
Publisher: IOP Publishing
Date: 02-03-2016
Behavior-based control of swarm robots with improved potential field
Publisher: IEEE
Date: 07-2014
Characterization of entangling properties of quantum measurement via two-mode quantum detector tomography using coherent state probes
Publisher: The Optical Society
Date: 08-11-2019
DOI: 10.1364/OE.27.034416
Curriculum-Based Deep Reinforcement Learning for Quantum Control
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2023
Incoherent Control of Quantum Systems With Wavefunction-Controllable Subspaces via Quantum Reinforcement Learning
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 08-2008
Performance analysis and coherent guaranteed cost control for uncertain quantum systems
Publisher: IEEE
Date: 06-2014
Residual Tensor Train: A Quantum-Inspired Approach for Learning Multiple Multilinear Correlations
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 10-2023
Optimal Lyapunov-based quantum control for quantum systems
Publisher: American Physical Society (APS)
Date: 21-08-2012
Dark Modes of Quantum Linear Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 08-2017
Generation of accessible sets for a class of quantum spin networks
Publisher: IEEE
Date: 10-2019
Fault tolerant quantum filtering and fault detection for quantum systems
Publisher: Elsevier BV
Date: 09-2016
Hybrid Filtering for a Class of Quantum Systems with Classical Disturbances 1 1This work was supported by the Australian Research Council’s Discovery Projects funding scheme under Project DP130101658
Publisher: Elsevier BV
Date: 07-2017
An approximate quantum Hamiltonian identification algorithm using a Taylor expansion of the matrix exponential function
Publisher: IEEE
Date: 12-2017
Consensus of quantum networks with continuous-time markovian dynamics
Publisher: IEEE
Date: 06-2014
Depthwise Convolution for Multi-Agent Communication With Enhanced Mean-Field Approximation
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2022
Notes on sliding mode control of two-level quantum systems
Publisher: Elsevier BV
Date: 12-2012
Further results on sampled-data design for robust control of a single qubit
Publisher: Informa UK Limited
Date: 25-03-2014
Sampling-Based Learning Control for Quantum Systems With Uncertainties
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2015
Adaptive Regulation of Block-Oriented Nonlinear Systems Using Binary Sensors With Applications to Automotive Engine Control
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 03-2023
Lyapunov Control of Quantum Systems Based on Energy-Level Connectivity Graphs
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2019
Two-Stage Estimation for Quantum Detector Tomography: Error Analysis, Numerical and Experimental Results
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 04-2021
Multi-party quantum state sharing via various probabilistic channels
Publisher: Springer Science and Business Media LLC
Date: 10-02-2012
Efficient identification of unitary quantum processes
Publisher: IEEE
Date: 12-2017
Adaptive Target Scheme for Learning Control of Quantum Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 07-2018
Learning robust pulses for generating universal quantum gates
Publisher: Springer Science and Business Media LLC
Date: 26-10-2016
DOI: 10.1038/SREP36090
Abstract: Constructing a set of universal quantum gates is a fundamental task for quantum computation. The existence of noises, disturbances and fluctuations is unavoidable during the process of implementing quantum gates for most practical quantum systems. This paper employs a s ling-based learning method to find robust control pulses for generating a set of universal quantum gates. Numerical results show that the learned robust control fields are insensitive to disturbances, uncertainties and fluctuations during the process of realizing universal quantum gates.
Static and dynamic coherent robust control for a class of uncertain quantum systems
Publisher: Elsevier BV
Date: 07-0006
Introduction to Quantum Mechanics and Quantum Control
Publisher: Springer International Publishing
Date: 2023
Introduction
Publisher: Springer International Publishing
Date: 2023
Complete elimination of nonlinear light-matter interactions with broadband ultrafast laser pulses
Publisher: American Physical Society (APS)
Date: 10-03-2017
Weak-force sensing in optomechanical systems with Kalman filtering
Publisher: IOP Publishing
Date: 26-03-2021
Abstract: We investigate the weak-force sensing in an optomechanical resonator by Kalman filter. By discretizing the continuous-time optomechanical system, the state of the resulting system is estimated by the unbiased minimum variance Kalman filter. Subsequently, the external stochastic force is estimated, provided that all noises in the system are white and Gaussian. Furthermore, the accuracy of force estimation, described by the mean squared error, is derived theoretically. The proposed algorithm is finally illustrated by comparing the theoretical accuracy with the numerical accuracy in an explicit ex le.
Quantum Reinforcement Learning
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 10-2008
$$H^{\infty }$$ Control and Fault-Tolerant Control of Quantum Systems
Publisher: Springer International Publishing
Date: 2023
Model-Free Quantum Gate Design and Calibration Using Deep Reinforcement Learning
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2023
Sampling-based learning control of inhomogeneous quantum ensembles
Publisher: American Physical Society (APS)
Date: 05-02-2014
Robust Stability and Performance Analysis of Quantum Systems
Publisher: Springer International Publishing
Date: 2023
Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2017
Hybrid Control for Robot Navigation - A Hierarchical Q-Learning Algorithm
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 06-2008
Concluding Remarks
Publisher: Springer International Publishing
Date: 2023
Sampling-Based Learning Control of Quantum Systems with Uncertainties
Publisher: Springer International Publishing
Date: 2023
Control and Classification of Inhomogeneous Quantum Ensembles
Publisher: Springer International Publishing
Date: 2023
Quantum Ensemble Classification: A Sampling-Based Learning Control Approach
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 06-2017
Sliding Mode Control of Quantum Systems
Publisher: Springer International Publishing
Date: 2023
Sampled-data design for robust decoherence control of a single qubit
Publisher: IEEE
Date: 12-2012
Machine Learning for Quantum Control
Publisher: Springer International Publishing
Date: 2023
Robust Learning Control Design for Quantum Unitary Transformations
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 12-2017
Hybrid Filtering for a Class of Nonlinear Quantum Systems Subject to Classical Stochastic Disturbances
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 02-2022
Quantum Hamiltonian Identifiability via a Similarity Transformation Approach and Beyond
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 11-2020
Sampling-based robust control in synchronizing collision with shaped laser pulses: an application in charge transfer for H+ + D → H + D+
Publisher: Royal Society of Chemistry (RSC)
Date: 2016
DOI: 10.1039/C6RA16158H
Abstract: In this paper, we show that robust laser pulses can be obtained by a s ling-based method to achieve a desired charge transfer probability with limited sensitivity to the arrival time of laser pulses.
Fault-Tolerant Coherent $H^\infty$ Control for Linear Quantum Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 10-2022
Rule-Based Reinforcement Learning for Efficient Robot Navigation With Space Reduction
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 04-2022
Related Organisations
Related Funding Activities
Discovery Projects - Grant ID: DP1095540
Start Date: 05-2010
End Date: 04-2013
Amount: $250,182.00
Funder: Australian Research Council
View Funded ActivityDiscovery Projects - Grant ID: DP190101566
Start Date: 2019
End Date: 02-2022
Amount: $408,000.00
Funder: Australian Research Council
View Funded ActivityARC Future Fellowships - Grant ID: FT220100656
Start Date: 06-2023
End Date: 06-2027
Amount: $976,069.00
Funder: Australian Research Council
View Funded ActivityDiscovery Projects - Grant ID: DP130101658
Start Date: 2013
End Date: 04-2016
Amount: $315,000.00
Funder: Australian Research Council
View Funded Activity