The Comparison of Predicting Storm-Time Ionospheric TEC by Three Methods: ARIMA, LSTM, and Seq2Seq

Rongxin Tang, Fantao Zeng, Zhou Chen, +3

Atmosphere

EngineeringWeather ForecastingEarth System ScienceSolar-terrestrial InteractionData Assimilation +15

Improvement of a Deep Learning Algorithm for Total Electron Content Maps: Image Completion

Zhou Chen, Mingwu Jin, Yue Deng, +4

Journal of Geophysical Research Space Physics

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningImage Analysis +14

Prediction of Global Ionospheric TEC Based on Deep Learning

Zhou Chen, Wenti Liao, Haimeng Li, +3

Space Weather

GeophysicsGeospace PhysicsMachine LearningData AssimilationEngineering +12

Latitudinal dependence of the ionospheric response to solar eclipse of 15 January 2010

Gang Chen, Zhengyu Zhao, Baiqi Ning, +6

Journal of Geophysical Research Atmospheres

EngineeringEquatorial Anomaly RegionSolar EclipseSolar-terrestrial InteractionSolar Physic +14

Studies on the transmission of sub-THz waves in magnetized inhomogeneous plasma sheath

Kai Yuan, Linfang Shen, Ming Yao, +3

Physics of Plasmas

Thz PhotonicsEngineeringPlasma SciencePlasma PhysicsMagnetism +19

Solar Flare Prediction Based on the Fusion of Multiple Deep-learning Models

Rongxin Tang, Wenti Liao, Zhou Chen, +11

The Astrophysical Journal Supplement Series

Convolutional Neural NetworkEngineeringMachine LearningSolar-terrestrial InteractionSolar Physic +14

Novel computer aided diagnostic models on multimodality medical images to differentiate well differentiated liposarcomas from lipomas approached by deep learning methods

Yuhan Yang, Yin Zhou, Zhou Chen, +1

Orphanet Journal of Rare Diseases

A new pair of indices to describe the relationship between ionospheric disturbances and geomagnetic activity

Zhou Chen, Jingsong Wang, Chunming Huang, +1

Journal of Geophysical Research Space Physics

GeophysicsNew PairJ PUpper AtmosphereGeospace Physics +13

Multiple CNN Variants and Ensemble Learning for Sunspot Group Classification by Magnetic Type

Rongxin Tang, Xunwen Zeng, Zhou Chen, +11

The Astrophysical Journal Supplement Series

EngineeringMachine LearningSolar ConvectionSolar Active RegionNeural Network +19

The Prediction of Storm‐Time Thermospheric Mass Density by LSTM‐Based Ensemble Learning

Peian Wang, Zhou Chen, Xiaohua Deng, +5

Space Weather

EngineeringMachine LearningWeather ForecastingClimate ModelingEarth Science +15