By Professor Daoyi Dong

Journal articles

Chen Y; Pan Y; Dong D, 2023, 'Residual Tensor Train: A Quantum-Inspired Approach for Learning Multiple Multilinear Correlations', IEEE Transactions on Artificial Intelligence, 4, pp. 1101 - 1113, http://dx.doi.org/10.1109/TAI.2022.3194132

Uddin M; Mo H; Dong D; Elsawah S; Zhu J; Guerrero JM, 2023, 'Microgrids: A review, outstanding issues and future trends', Energy Strategy Reviews, 49, http://dx.doi.org/10.1016/j.esr.2023.101127

Xiao S; Wang Y; Zhang J; Dong D; Yokoyama S; Petersen IR; Yonezawa H, 2023, 'On the regularization and optimization in quantum detector tomography', Automatica, 155, http://dx.doi.org/10.1016/j.automatica.2023.111124

Li J; Li T; Dong D, 2023, 'Demand response management of smart grid based on Stackelberg-evolutionary joint game', Science China Information Sciences, 66, http://dx.doi.org/10.1007/s11432-022-3674-6

Liu Y; Zhao W; Dong D, 2023, 'Gradient-free algorithms for distributed online convex optimization', Asian Journal of Control, 25, pp. 2451 - 2468, http://dx.doi.org/10.1002/asjc.2996

Selim A; Mo H; Pota H; Dong D, 2023, 'Optimal Scheduling of Battery Energy Storage Systems Using a Reinforcement Learning-based Approach', IFAC Papersonline, 56, pp. 11741 - 11747, http://dx.doi.org/10.1016/j.ifacol.2023.10.546

Xiao S; Wang Y; Zhang J; Dong D; Yonezawa H, 2023, 'Quantum state and detector tomography with known rank', IFAC Papersonline, 56, pp. 5881 - 5887, http://dx.doi.org/10.1016/j.ifacol.2023.10.092

Ma H; Xiao S; Dong D; Petersen IR, 2023, 'Tomography of quantum detectors using neural networks', IFAC Papersonline, 56, pp. 5875 - 5880, http://dx.doi.org/10.1016/j.ifacol.2023.10.088

Chen Y; Pan Y; Dong D, 2023, 'Quantum Language Model With Entanglement Embedding for Question Answering', IEEE Transactions on Cybernetics, 53, pp. 3467 - 3478, http://dx.doi.org/10.1109/TCYB.2021.3131252

Zhao W; Weyer E; Yin G; Dong D; Zhang Y; Shen T, 2023, 'Adaptive Regulation of Block-Oriented Nonlinear Systems Using Binary Sensors With Applications to Automotive Engine Control', IEEE Transactions on Automatic Control, 68, pp. 1369 - 1382, http://dx.doi.org/10.1109/TAC.2022.3151217

Fan LB; Shu CC; Dong D; He J; Henriksen NE; Nori F, 2023, 'Quantum Coherent Control of a Single Molecular-Polariton Rotation', Physical Review Letters, 130, http://dx.doi.org/10.1103/PhysRevLett.130.043604

Ma H; Huang CJ; Chen C; Dong D; Wang Y; Wu RB; Xiang GY, 2023, 'On compression rate of quantum autoencoders: Control design, numerical and experimental realization', Automatica, 147, http://dx.doi.org/10.1016/j.automatica.2022.110659

Xu J; Sun Q; Mo H; Dong D, 2022, 'Online routing for smart electricity network under hybrid uncertainty', Automatica, 145, http://dx.doi.org/10.1016/j.automatica.2022.110538

Liu Y; Dong D; Petersen IR; Gao Q; Ding SX; Yokoyama S; Yonezawa H, 2022, 'Fault-Tolerant Coherent H∞ Control for Linear Quantum Systems', IEEE Transactions on Automatic Control, 67, pp. 5087 - 5101, http://dx.doi.org/10.1109/TAC.2021.3115843

Li Y; Aghvami AH; Dong D, 2022, 'Path Planning for Cellular-Connected UAV: A DRL Solution With Quantum-Inspired Experience Replay', IEEE Transactions on Wireless Communications, 21, pp. 7897 - 7912, http://dx.doi.org/10.1109/TWC.2022.3162749

Prakash K; Ali M; Siddique MNI; Chand AA; Kumar NM; Dong D; Pota HR, 2022, 'A review of battery energy storage systems for ancillary services in distribution grids: Current status, challenges and future directions', Frontiers in Energy Research, 10, http://dx.doi.org/10.3389/fenrg.2022.971704

Prakash K; Ali M; Siddique MNI; Karmaker AK; Macana CA; Dong D; Pota HR, 2022, 'Bi-level planning and scheduling of electric vehicle charging stations for peak shaving and congestion management in low voltage distribution networks', Computers and Electrical Engineering, 102, http://dx.doi.org/10.1016/j.compeleceng.2022.108235

Wei Q; Ma H; Chen C; Dong D, 2022, 'Deep Reinforcement Learning with Quantum-Inspired Experience Replay', IEEE Transactions on Cybernetics, 52, pp. 9326 - 9338, http://dx.doi.org/10.1109/TCYB.2021.3053414

Wang L; Dong D; Tian FB, 2022, 'Fast prediction of blood flow in stenosed arteries using machine learning and immersed boundary-lattice Boltzmann method', Frontiers in Physiology, 13, pp. 953702, http://dx.doi.org/10.3389/fphys.2022.953702

Wang Z; Chen C; Dong D, 2022, 'Lifelong Incremental Reinforcement Learning With Online Bayesian Inference', IEEE Transactions on Neural Networks and Learning Systems, 33, pp. 4003 - 4016, http://dx.doi.org/10.1109/TNNLS.2021.3055499

Bao L; Qi B; Wang Y; Dong D; Wu R, 2022, 'Multi-channel quantum parameter estimation', Science China Information Sciences, 65, http://dx.doi.org/10.1007/s11432-020-3196-x

Xiao S; Wang Y; Dong D; Zhang J, 2022, 'Optimal and two-step adaptive quantum detector tomography', Automatica, 141, http://dx.doi.org/10.1016/j.automatica.2022.110296

Liu Y; Dong D; Petersen IR; Yonezawa H, 2022, 'Fault-tolerant H∞ control for optical parametric oscillators with pumping fluctuations', Automatica, 140, http://dx.doi.org/10.1016/j.automatica.2022.110236

Yu Q; Wang Y; Dong D; Petersen IR; Xiang GY, 2022, 'Generation of Accessible Sets in the Dynamical Modeling of Quantum Network Systems', IEEE Transactions on Control of Network Systems, 9, pp. 682 - 694, http://dx.doi.org/10.1109/TCNS.2021.3091634

Jiang C; Pan Y; Wu ZG; Gao Q; Dong D, 2022, 'Robust optimization for quantum reinforcement learning control using partial observations', Physical Review A, 105, http://dx.doi.org/10.1103/PhysRevA.105.062443

Xiang C; Petersen IR; Dong D, 2022, 'Guaranteed cost coherent control for quantum systems with non-quadratic perturbations in the system Hamiltonian', Automatica, 139, http://dx.doi.org/10.1016/j.automatica.2022.110201

Lü Y; Gao Q; Lü J; Pan Y; Dong D, 2022, 'Recent advances of quantum neural networks on the near term quantum processor', Zhongguo Kexue Jishu Kexue Scientia Sinica Technologica, 52, pp. 547 - 564, http://dx.doi.org/10.1360/SST-2020-0459

Zhu Y; Wang Z; Chen C; Dong D, 2022, 'Rule-Based Reinforcement Learning for Efficient Robot Navigation With Space Reduction', IEEE ASME Transactions on Mechatronics, 27, pp. 846 - 857, http://dx.doi.org/10.1109/TMECH.2021.3072675

Yu Q; Dong D; Petersen IR, 2022, 'Hybrid Filtering for a Class of Nonlinear Quantum Systems Subject to Classical Stochastic Disturbances', IEEE Transactions on Cybernetics, 52, pp. 1073 - 1085, http://dx.doi.org/10.1109/TCYB.2020.2985016

Bao L; Qi B; Dong D, 2022, 'Exponentially Enhanced Quantum Non-Hermitian Sensing via Optimized Coherent Drive', Physical Review Applied, 17, http://dx.doi.org/10.1103/PhysRevApplied.17.014034

Dong D; Petersen IR, 2022, 'Quantum estimation, control and learning: Opportunities and challenges', Annual Reviews in Control, 54, pp. 243 - 251, http://dx.doi.org/10.1016/j.arcontrol.2022.04.011

Yu Q; Yokoyama S; Dong D; McManus D; Yonezawa H, 2022, 'Simultaneous Estimation of Parameters and the State of an Optical Parametric Oscillator System', IEEE Transactions on Quantum Engineering, 3, http://dx.doi.org/10.1109/TQE.2022.3185234

Petersen IR; Dong D, 2022, 'Special section on estimation and control of quantum systems', Annual Reviews in Control, 54, pp. 241 - 242, http://dx.doi.org/10.1016/j.arcontrol.2022.10.001

Javaid MS; Bouchekara HREH; Mo H; Xiao X; Shahriar MS; Dong D, 2021, 'Optimization of electric spring operational strategy to minimize electricity bill', Electric Power Systems Research, 201, http://dx.doi.org/10.1016/j.epsr.2021.107540

Zheng J; Gao Q; Lü YX; Dong DY; Pan Y, 2021, 'Quantum convolutional neural network and applications for parameterized quantum circuits', Kongzhi Lilun Yu Yingyong Control Theory and Applications, 38, pp. 1772 - 1784, http://dx.doi.org/10.7641/CTA.2021.10786

Xiao X; Mo H; Dong D; Ryan M, 2021, 'Reliability analysis of aging control system via stability margins', Journal of Manufacturing Systems, 61, pp. 808 - 818, http://dx.doi.org/10.1016/j.jmsy.2020.12.010

Li Y; Aghvami AH; Dong D, 2021, 'Intelligent Trajectory Planning in UAV-Mounted Wireless Networks: A Quantum-Inspired Reinforcement Learning Perspective', IEEE Wireless Communications Letters, 10, pp. 1994 - 1998, http://dx.doi.org/10.1109/LWC.2021.3089876

Zhang S; Liu K; Dong D; Feng X; Pan F, 2021, 'Subspace stabilization analysis for a class of non-Markovian open quantum systems (vol 101, 042327, 2020)', PHYSICAL REVIEW A, 104, http://dx.doi.org/10.1103/PhysRevA.104.019902

Dong D; Shu C-C; Chen J; Xing X; Ma H; Guo Y; Rabitz H, 2021, 'Learning Control of Quantum Systems Using Frequency-Domain Optimization Algorithms', IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 29, pp. 1791 - 1798, http://dx.doi.org/10.1109/TCST.2020.3018500

Yu Q; Wang Y; Dong D; Petersen IR, 2021, 'On the capability of a class of quantum sensors', Automatica, 129, http://dx.doi.org/10.1016/j.automatica.2021.109612

Xu J; Liu B; Mo H; Dong D, 2021, 'Bayesian adversarial multi-node bandit for optimal smart grid protection against cyber attacks', Automatica, 128, pp. 109551, http://dx.doi.org/10.1016/j.automatica.2021.109551

Tan L; Dong D; Li D; Xue S, 2021, 'Quantum Hamiltonian Identification with Classical Colored Measurement Noise', IEEE Transactions on Control Systems Technology, 29, pp. 1356 - 1363, http://dx.doi.org/10.1109/TCST.2020.2991611

Gong B; Dong D; Cui W, 2021, 'Weak-force sensing in optomechanical systems with Kalman filtering', Journal of Physics A Mathematical and Theoretical, 54, http://dx.doi.org/10.1088/1751-8121/abe888

Bao L; Qi B; Dong D; Nori F, 2021, 'Fundamental limits for reciprocal and nonreciprocal non-Hermitian quantum sensing', Physical Review A, 103, http://dx.doi.org/10.1103/PhysRevA.103.042418

Wang Y; Yokoyama S; Dong D; Petersen IR; Huntington EH; Yonezawa H, 2021, 'Two-Stage Estimation for Quantum Detector Tomography: Error Analysis, Numerical and Experimental Results', IEEE Transactions on Information Theory, 67, pp. 2293 - 2307, http://dx.doi.org/10.1109/TIT.2021.3062596

Liu Y; Dong D; Kuang S; Petersen IR; Yonezawa H, 2021, 'Two-step feedback preparation of entanglement for qubit systems with time delay', Automatica, 125, http://dx.doi.org/10.1016/j.automatica.2020.109174

Xiang C; Ma S; Kuang S; Dong D, 2021, 'Coherent H∞ Control for Linear Quantum Systems with Uncertainties in the Interaction Hamiltonian', IEEE Caa Journal of Automatica Sinica, 8, pp. 432 - 440, http://dx.doi.org/10.1109/JAS.2020.1003429

Gao Q; Dong D; Petersen IR; Ding SX, 2021, 'Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector', IEEE Transactions on Cybernetics, 51, pp. 889 - 899, http://dx.doi.org/10.1109/TCYB.2019.2899877

Kuang S; Guan X; Dong D, 2021, 'Finite-time stabilization control of quantum systems', Automatica, 123, http://dx.doi.org/10.1016/j.automatica.2020.109327

Xiao S; Xue S; Dong D; Zhang J, 2021, 'Identification of Time-Varying Decoherence Rates for Open Quantum Systems', IEEE Transactions on Quantum Engineering, 2, http://dx.doi.org/10.1109/TQE.2021.3093055

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