AI Oceanography

Physics informed neural network framework for time-varying wind stress drag coefficient identification in the Ekman model

Yitong Sun

• Aug 13, 2025 • 1 min read

AI Oceanography

A Dual-attention Embedded CNN Model for Estimating Mixed Layer Depths in the Bay of Bengal

Wentao Jia

• Mar 19, 2025 • 1 min read

AI Oceanography

Estimating Subsurface Thermohaline Structure in the tropical Western Pacific using DO-ResNet model

Estimating ocean subsurface thermohaline information from satellite data is vital for understanding ocean dynamics and El Niño. This paper presents a double-output Residual Neural …

Xianmei Zhou

• Jul 16, 2024 • 1 min read

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AI Oceanography

Physics informed neural network framework for time-varying wind stress drag coefficient identification in the Ekman model

A Dual-attention Embedded CNN Model for Estimating Mixed Layer Depths in the Bay of Bengal

Estimating Subsurface Thermohaline Structure in the tropical Western Pacific using DO-ResNet model