Data-Driven Optimal Power Flow: A Physics-Informed Machine Learning Approach

Xingyu Lei, Zhifang Yang, Juan Yu, +3

IEEE Transactions on Power Systems

Model OptimizationHyperparameter EstimationEngineeringMachine LearningSmart Grid +13

Coupling physics in machine learning to investigate the solution behavior of binary Mg alloys

Tao Chen, Qian Gao, Yuan Yuan, +6

Journal of Magnesium and Alloys

EngineeringMachine LearningMechanical EngineeringMaterial SimulationSecond Element +18

First-principles study on the electronic and optical properties of F- and Nb-doped anatase TiO2

Rui-Shuo Zhang, Yong Liu, Qian Gao, +4

Journal of Alloys and Compounds

Materials ScienceNb-doped Anatase Tio2Optical MaterialsEngineeringFirst-principles Study +4

Hologram QSAR study on the critical micelle concentration of Gemini surfactants

Long Jiao, Yuan Wang, Le Qu, +6

Colloids and Surfaces A Physicochemical and Engineering Aspects

EngineeringGemini SurfactantsMedicineMicelleHologram Qsar Study +8

Fault diagnosis of suck rod pumping system via extreme learning machines

Qian Gao, Shaobo Sun, Jianchao Liu

Fault DiagnosisEngineeringMachine LearningData ScienceExtreme Learning Machine +11

Internally Induced Branch-and-Cut Acceleration for Unit Commitment Based on Improvement of Upper Bound

Qian Gao, Zhifang Yang, Wotao Yin, +2

IEEE Transactions on Power Systems

Mathematical ProgrammingUnit CommitmentBranch-and-bound AlgorithmInduced Branch-and-cut AccelerationEngineering +12

Study on electrons conduction paths in Hall thruster ignition processes with the cathode located inside and outside the magnetic separatrix

Wenbo Li, Hong Li, Yongjie Ding, +6

Acta Astronautica

EngineeringPhysicsHall Thruster IgnitionApplied PhysicsMagnetic Separatrix +4

Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features

Qian Gao, Zhifang Yang, Juan Yu, +5

IEEE Transactions on Neural Networks and Learning Systems

Power EngineeringMachine LearningEngineeringMachine Learning ToolProbabilistic Power Flow +17

Online Learning of Stable Integer Variables in Unit Commitment Using Internal Information

Qian Gao, Zhifang Yang, Wenyuan Li, +2

IEEE Transactions on Power Systems

Mathematical ProgrammingArtificial IntelligenceEngineeringMachine LearningOnline Learning +21

STUDY OF STRENGTH THEORY AND APPLICATION OF OVERLAP ARCH BEARING BODY FOR DEEP SOFT SURROUNDING ROCK

Qian Gao

Chinese journal of rock mechanics and engineering

Rock TestingEngineeringMechanical EngineeringStructural ApplicationStructural Engineering +14