Modulation Format Recognition and OSNR Estimation Using CNN-Based Deep Learning

Danshi Wang, Min Zhang, Ze Li, +4

IEEE Photonics Technology Letters

Convolutional Neural NetworkEngineeringFeature ExtractionEye DiagramImage Classification +15

Ship Detection in SAR Images Based on Multi-Scale Feature Extraction and Adaptive Feature Fusion

Kexue Zhou, Min Zhang, Hai Wang, +1

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningNaval ArchitectureSar Images +22

Thermal error modeling of machine tool spindle based on the improved algorithm optimized BP neural network

Bo Li, Xitian Tian, Min Zhang

The International Journal of Advanced Manufacturing Technology

EngineeringThermal Error ModelingIndustrial EngineeringTool WearMachine Tool Spindle +8

The numerical simulation of thermal recovery based on hydraulic fracture heating technology in shale gas reservoir

Guangpu Zhu, Jun Yao, Hai Sun, +4

Journal of Natural Gas Science and Engineering

Petroleum ReservoirEngineeringShale Gas ReservoirHeat RecoveryMechanical Engineering +8

Triple-continuum modeling of shale gas reservoirs considering the effect of kerogen

Min Zhang, Jun Yao, Hai Sun, +4

Journal of Natural Gas Science and Engineering

Petroleum ReservoirEngineeringCivil EngineeringShale GasGeomechanics +7

Optimized Compression for Implementing Convolutional Neural Networks on FPGA

Min Zhang, Linpeng Li, Hai Wang, +3

Electronics

Convolutional Neural NetworkImage AnalysisMachine LearningEngineeringHardware Acceleration +10

Deep Feature Aggregation Network for Hyperspectral Anomaly Detection

Xi Cheng, Yu Huo, Sheng Lin, +4

IEEE Transactions on Instrumentation and Measurement

Image ClassificationConvolutional Neural NetworkAnomaly DetectionMachine LearningData Science +13

Non-Shift Edge Based Ratio (NSER): An Image Quality Assessment Metric Based on Early Vision Features

Min Zhang, Xuanqin Mou, Lei Zhang

IEEE Signal Processing Letters

Machine VisionImage AnalysisNser IndexEngineeringPattern Recognition +12

Critical Height of the Torus Instability in Two-ribbon Solar Flares

Dong Wang, Rui Liu, Yuming Wang, +5

The Astrophysical Journal Letters

GeophysicsTorus InstabilityBackground FieldPhysicsEngineering +13

Modeling and multi-objective optimization of cutting parameters in the high-speed milling using RSM and improved TLBO algorithm

Bo Li, Xitian Tian, Min Zhang

The International Journal of Advanced Manufacturing Technology

EngineeringIndustrial EngineeringHigh-speed MillingMaterial MachiningMechanical Engineering +6