Water cut estimation using electrical submersible pump mechanical vibrations and convolutional neural networks. - Felipe de Castro Teixeira Carvalho; Alberto Luiz Serpa (ICFSP, 2023)

Learning characteristic parameters and dynamics of centrifugal pumps under multi-phase flow using physics-informed neural networks. - Felipe de Castro Teixeira Carvalho; Kamaljyoti Nath; Alberto Luiz Serpa; George Em Karniadakis (CoRR, 2023)

Learning characteristic parameters and dynamics of centrifugal pumps under multiphase flow using physics-informed neural networks. - Felipe de Castro Teixeira Carvalho; Kamaljyoti Nath; Alberto Luiz Serpa; George Em Karniadakis (Eng. Appl. Artif. Intell., 2024)