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Multiple scale method integrated physics-informed neural networks for reconstructing transient natural convection

The Physics of Fluids
This study employs physics-informed neural networks (PINNs) to reconstruct multiple flow fields in a transient natural convection system solely based on instantaneous temperature data at an arbitrary moment.
N. Ohashi   +3 more
semanticscholar   +1 more source

New domain adaptation method in shallow and deep layers of the CNN for bearing fault diagnosis under different working conditions

The International Journal of Advanced Manufacturing Technology, 2021
Tongtong Jin   +5 more
semanticscholar   +1 more source

Modelling of vortex-induced force and prediction of vortex-induced vibration of a bridge deck using method of multiple scales

Journal of Wind Engineering and Industrial Aerodynamics, 2023
Yongle Li, You-Lin Xu, Shengran Hao
exaly  

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