Learning characteristic parameters and dynamics of centrifugal pumps under multi-phase flow using physics-informed neural networks
This paper presents an approach to estimate system parameters of electrical submersible pumps (ESPs) used in the oil and gas industry, employing Physics-Informed Neural Networks (PINNs). ESPs often handle multiphase…
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