Research

Selected Publications

 Stabilizing Quantum EMT on Noisy Hardware Using Multidimensional Richardson Extrapolation

 Accelerating Multi-Contingency Simulation Through Physics-Data-Hybrid Mode Decomposition

 Noise-Aggregation–Enhanced Quantum Federated Learning for Transient Stability Assessment of Networked Microgrids

 Quantum Federated Learning Based Power System Stability Assessment: A Noise Robust Approach

 Parallel-in-Time Neural Simulation of Networked Microgrids with Low-Fidelity Physics Guidance

 Conformal Anomaly Detection for Data-Driven Dynamic Models in Power Systems

 Quantum Shifted Frequency Analysis through Krylov Subspace Decomposition

 Quantum contingency analysis for power system steady-state security identification

 Neuro-Modeling Infused EMT Analytics

 Quantum Kernel Based Transient Stability Assessment of Power Systems and Its Implementation in NISQ Environment

 Learning-Based, Runtime Reachability Analysis of Microgrid Dynamics

 Quantum-Enabled Distributed Transient Stability Assessment of Power Systems

 Noisy-intermediate-scale quantum power system state estimation

 Software-Defined Virtual Synchronous Condenser

 Stochastic Dynamic Verification of Microgrids

 Learning-Based Uncertain Dynamic Verification of MMC-HVDC Offshore Wind Systems

 Quantum Adversarial Machine Learning for Robust Power System Stability Assessment

 Scalable Neural Dynamic Equivalence for Power Systems

 Noise-Resilient Quantum Power Flow

 Neuro-Dynamic State Estimation for Networked Microgrids

 In Situ Resilience Quantification for Microgrids

 AI‐Enabled Dynamic Model Discovery of Networked Microgrids

 Neuro‐Dynamic State Estimation of Microgrids

 Distributed Power Flow and Continuation Power Flow for Steady-State Analysis of Microgrids

 AI‐Grid: AI‐Enabled, Smart Programmable Microgrids

 Differential Duffing Oscillator-Based Cyberattack Detection for Inverters

 Physics-Aware Neural Dynamic Equivalence of Power Systems

 Powering the Future: Harnessing Neural Dynamic Equivalence for Enhanced Power System Applications

 Data-driven modeling of power system dynamics: Challenges, state of the art, and future work

 Physics-informed, safety and stability certified neural control for uncertain networked microgrids

 Scalable and Lightweight Distributed Local Routing for Quantum Network-Based Microgrids

 Learning-Based, Safety and Stability-Certified Microgrid Control

 Quantum Microgrid State Estimation

 AI-Enabled Traveling Wave Protection for Microgrids

 Neural Electromagnetic Transient Program

 Quantum Renewable Scenario Generation

 Quantum Computing in Power Systems

 Novel Resolution of Unit Commitment Problems Through Quantum Surrogate Lagrangian Relaxation

 Distributed networked microgrids power flow

 Noisy-Intermediate-Scale Quantum Electromagnetic Transients Program

 Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems

 Authentic Microgrid State Estimation

 Eigenanalysis of Delayed Networked Microgrids

 Neuro-Reachability of Networked Microgrids

 Quantum Power Flow

 Quantum Electromagnetic Transients Program

 Reachable Dynamics of Networked Microgrids With Large Disturbances

 Reachable Power Flow: Theory to Practice

 An ODE-Enabled Distributed Transient Stability Analysis for Networked Microgrids

 Reachable Eigenanalysis

 Reachable Power Flow

 Power and energy flexibility of district heating system and its application in wide-area power and heat dispatch

 Coordinated power and heat dispatch considering peak regulation initiative of combined heat and power unit

 Peak Regulation Compensation Price Decision for Combined Heat and Power Unit and Profit Allocation Method

 Active splitting strategy searching approach based on MISOCP with consideration of power island stability

 Integrated Power and Heat Dispatch Considering Available Reserve of Combined Heat and Power Units

 A semi-supervised anomaly detection method for wind farm power data preprocessing

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Grants

 CAREER: Fully Quantum Power Grid Analysis: Fundamental Theory and Novel Algorithms

 Accelerating Offshore Wind Integration in New York’s Digitally Enhanced, Modernized Power Grid

 Large-Scale Grid Integration of Offshore Wind Energy in New York Grids with Verifiable Stability and Resilience

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