Parametric Modeling of EM Behavior of Microwave Components Using Combined Neural Networks and Pole-Residue-Based Transfer Functions

Feng Feng, Chao Zhang, Jianguo Ma, +1

IEEE Transactions on Microwave Theory and Techniques

Numerical AnalysisElectromagnetic WaveElectrical EngineeringPole-residue-based Transfer FunctionsEngineering +11

Deep Neural Network Technique for High-Dimensional Microwave Modeling and Applications to Parameter Extraction of Microwave Filters

Jing Jin, Chao Zhang, Feng Feng, +3

IEEE Transactions on Microwave Theory and Techniques

Convolutional Neural NetworkEngineeringMachine LearningRecurrent Neural NetworkMicrowave Device Modeling +14

Multivalued Neural Network Inverse Modeling and Applications to Microwave Filters

Chao Zhang, Jing Jin, Weicong Na, +2

IEEE Transactions on Microwave Theory and Techniques

Ann InverseMicrowave Device ModelingMachine LearningEngineeringFiltering Technique +12

Cognition-Driven Formulation of Space Mapping for Equal-Ripple Optimization of Microwave Filters

Chao Zhang, Feng Feng, Venu-Madhav-Reddy Gongal-Reddy, +2

IEEE Transactions on Microwave Theory and Techniques

EngineeringFiltering TechniqueFilter BankAerospace EngineeringFilter (Signal Processing) +13

Polynomial Chaos-Based Approach to Yield-Driven EM Optimization

Jianan Zhang, Chao Zhang, Feng Feng, +3

IEEE Transactions on Microwave Theory and Techniques

Numerical AnalysisDifferential EvolutionElectrical EngineeringEngineeringYield-driven Optimization +13

Parametric Modeling of Microwave Components Using Adjoint Neural Networks and Pole-Residue Transfer Functions With EM Sensitivity Analysis

Feng Feng, Venu-Madhav-Reddy Gongal-Reddy, Chao Zhang, +2

IEEE Transactions on Microwave Theory and Techniques

Numerical AnalysisElectrical EngineeringParametric ModelingEngineeringEm Sensitivity Information +12

Parallel Space-Mapping Approach to EM Optimization

Feng Feng, Chao Zhang, Venu-Madhav-Reddy Gongal-Reddy, +2

IEEE Transactions on Microwave Theory and Techniques

Large-scale Global OptimizationEngineeringSpace MappingParallel MetaheuristicsEvolutionary Multimodal Optimization +16

Smoothing Projected Gradient Method and Its Application to Stochastic Linear Complementarity Problems

Chao Zhang, Xiaojun Chen

SIAM Journal on Optimization

Mathematical ProgrammingNumerical AnalysisDeblurringImage AnalysisEngineering +12

MusicSense

Rui Cai, Chao Zhang, Chong Wang, +2

MusicComputational MusicologyEngineeringMultimodal Sentiment AnalysisCorpus Linguistics +15

A Unified Automated Parametric Modeling Algorithm Using Knowledge-Based Neural Network and ${l}_{1}$ Optimization

Weicong Na, Feng Feng, Chao Zhang, +1

IEEE Transactions on Microwave Theory and Techniques

Artificial IntelligenceEngineeringMachine LearningNeural Networks (Machine Learning)Mapping Neural Networks +17