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physics.ao-ph2024
Global Estimation of Subsurface Eddy Kinetic Energy of Mesoscale Eddies Using a Multiple-input Residual Neural Network
Chenyue Xie, An-Kang Gao, Xiyun Lu
Oceanic eddy kinetic energy (EKE) is a key quantity for measuring the intensity of mesoscale eddies and for parameterizing eddy effects in ocean climate models. Three decades of sa…
math.NA2024
Adaptive Basis-inspired Deep Neural Network for Solving Partial Differential Equations with Localized Features
Ke Li, Yaqin Zhang, Yunqing Huang +2
This paper proposes an Adaptive Basis-inspired Deep Neural Network (ABI-DNN) for solving partial differential equations with localized phenomena such as sharp gradients and singula…