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

Viscosity and Density Estimation using Centrifugal Pump Mechanical Vibration and Neural Networks. - Mauricio Barrios Castellanos; 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)

Excitation signals to state-space realization and linear-regression identification methods applied to a MIMO system. - Dirceu Soares; Alberto Luiz Serpa (MMAR, 2024)

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)