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Data driven discovery of cyber physical systems

Nature communications, 2019-10, Vol.10 (1), p.4894-9, Article 4894

2019

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An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures

IEEE transaction on neural networks and learning systems, 2022-07, Vol.PP (7), p.1-14

2022

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Event-Triggered Control for Semiglobal Robust Consensus of a Class of Nonlinear Uncertain Multiagent Systems

IEEE transactions on automatic control, 2020-04, Vol.65 (4), p.1683-1690

2020

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Flexible Formation Tracking Control of Multiple Unmanned Surface Vessels for Navigating Through Narrow Channels with Unknown Curvatures

IEEE transactions on industrial electronics (1982), 2023-03, Vol.70 (3), p.2927-2938

2023

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Bearing-Only Motional Target-Surrounding Control for Multiple Unmanned Surface Vessels

IEEE transactions on industrial electronics (1982), 2022-04, Vol.69 (4), p.3988-3997

2022

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Multiple-Target Surrounding and Collision Avoidance With Second-Order Nonlinear Multiagent Systems

IEEE transactions on industrial electronics (1982), 2021-08, Vol.68 (8), p.7454-7463

2021

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Deep Reinforcement Learning-Based Demand Response for Smart Facilities Energy Management

IEEE transactions on industrial electronics (1982), 2022-08, Vol.69 (8), p.8554-8565

2022

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Time-Varying Formation Control of Autonomous Surface Vehicles Based on Affine Observer

IEEE transactions on industrial electronics (1982), 2024-10, Vol.71 (10), p.12952-12963

2024

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Bayesian Learning-Based Harmonic State Estimation in Distribution Systems With Smart Meter and DPMU Data

IEEE transactions on smart grid, 2020-01, Vol.11 (1), p.832-845

2020

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Collective Dynamics and Control for Multiple Unmanned Surface Vessels

IEEE transactions on control systems technology, 2020-11, Vol.28 (6), p.2540-2547

2020

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Data-Driven Probabilistic Optimal Power Flow With Nonparametric Bayesian Modeling and Inference

IEEE transactions on smart grid, 2020-03, Vol.11 (2), p.1077-1090

2020

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Fault-Tolerant Control of Autonomous Surface Vessels Subject to Steer Jamming for Harbor Returning

IEEE transactions on industrial electronics (1982), 2023-09, Vol.70 (9), p.9390-9398

2023

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Sectorial coverage control with load balancing in non-convex hollow environments

Automatica (Oxford), 2023-11, Vol.157, p.111246, Article 111246

2023

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An Echo State Gaussian Process-Based Nonlinear Model Predictive Control for Pneumatic Muscle Actuators

IEEE transactions on automation science and engineering, 2019-07, Vol.16 (3), p.1071-1084

2019

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Reward Shaping-Based Actor-Critic Deep Reinforcement Learning for Residential Energy Management

IEEE transactions on industrial informatics, 2023-03, Vol.19 (3), p.2662-2673

2023

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A Necessary and Sufficient Condition of an Interfering Reverse Edge for a Directed Acyclic Graph

IEEE transactions on automatic control, 2022-09, Vol.67 (9), p.4885-4891

2022

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Regulating intracellular fate of siRNA by endoplasmic reticulum membrane-decorated hybrid nanoplexes

Nature communications, 2019-06, Vol.10 (1), p.2702-14, Article 2702

2019

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An interpretable mortality prediction model for COVID-19 patients

Nature machine intelligence, 2020-05, Vol.2 (5), p.283-288

2020

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BoostTree and BoostForest for Ensemble Learning

IEEE transactions on pattern analysis and machine intelligence, 2023-07, Vol.45 (7), p.1-17

2023

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Necessary and Sufficient Conditions for Asymptotic Decoupling of Stable Modes in LTV Systems

IEEE transactions on automatic control, 2021-10, Vol.66 (10), p.4546-4559

2021

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Deep Network Quantization via Error Compensation

IEEE transaction on neural networks and learning systems, 2022-09, Vol.33 (9), p.4960-4970

2022

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Distributed Surrounding Control of Multiple Unmanned Surface Vessels With Varying Interconnection Topologies

IEEE transactions on control systems technology, 2022-01, Vol.30 (1), p.400-407

2022

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Probabilistic Optimal Power Flow With Correlated Wind Power Uncertainty via Markov Chain Quasi-Monte-Carlo Sampling

IEEE transactions on industrial informatics, 2019-11, Vol.15 (11), p.6058-6069

2019

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Event‐triggered robust output regulation for nonlinear systems: A time regularization approach

International journal of robust and nonlinear control, 2022-10, Vol.32 (15), p.8211-8226

2022

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Sparse Bayesian Learning-Based Interval Type-2 Fuzzy Logic Control for Electrospinning Processes

IEEE transactions on industrial electronics (1982), 2024-08, Vol.71 (8), p.9489-9499

2024

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Data driven discovery of cyber physical systems

An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures

Event-Triggered Control for Semiglobal Robust Consensus of a Class of Nonlinear Uncertain Multiagent Systems

Flexible Formation Tracking Control of Multiple Unmanned Surface Vessels for Navigating Through Narrow Channels with Unknown Curvatures

Bearing-Only Motional Target-Surrounding Control for Multiple Unmanned Surface Vessels

Multiple-Target Surrounding and Collision Avoidance With Second-Order Nonlinear Multiagent Systems

Deep Reinforcement Learning-Based Demand Response for Smart Facilities Energy Management

Time-Varying Formation Control of Autonomous Surface Vehicles Based on Affine Observer

Bayesian Learning-Based Harmonic State Estimation in Distribution Systems With Smart Meter and DPMU Data

Collective Dynamics and Control for Multiple Unmanned Surface Vessels

Data-Driven Probabilistic Optimal Power Flow With Nonparametric Bayesian Modeling and Inference

Fault-Tolerant Control of Autonomous Surface Vessels Subject to Steer Jamming for Harbor Returning

Sectorial coverage control with load balancing in non-convex hollow environments

An Echo State Gaussian Process-Based Nonlinear Model Predictive Control for Pneumatic Muscle Actuators

Reward Shaping-Based Actor-Critic Deep Reinforcement Learning for Residential Energy Management

A Necessary and Sufficient Condition of an Interfering Reverse Edge for a Directed Acyclic Graph

Regulating intracellular fate of siRNA by endoplasmic reticulum membrane-decorated hybrid nanoplexes

An interpretable mortality prediction model for COVID-19 patients

BoostTree and BoostForest for Ensemble Learning

Necessary and Sufficient Conditions for Asymptotic Decoupling of Stable Modes in LTV Systems

Deep Network Quantization via Error Compensation

Distributed Surrounding Control of Multiple Unmanned Surface Vessels With Varying Interconnection Topologies

Probabilistic Optimal Power Flow With Correlated Wind Power Uncertainty via Markov Chain Quasi-Monte-Carlo Sampling

Event‐triggered robust output regulation for nonlinear systems: A time regularization approach

Sparse Bayesian Learning-Based Interval Type-2 Fuzzy Logic Control for Electrospinning Processes

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