Alberto Luiz Serpa

According to our database, Alberto Luiz Serpa authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Excitation signals to state-space realization and linear-regression identification methods applied to a MIMO system.

Dirceu Soares, Alberto Luiz Serpa

Proceedings of the 28th International Conference on Methods and Models in Automation and Robotics, 2024

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

Viscosity and Density Estimation using Centrifugal Pump Mechanical Vibration and Neural Networks.

Mauricio Barrios Castellanos, Alberto Luiz Serpa

Proceedings of the 8th International Conference on Frontiers of Signal Processing, 2023

Water cut estimation using electrical submersible pump mechanical vibrations and convolutional neural networks.

Felipe de Castro Teixeira Carvalho, Alberto Luiz Serpa

Proceedings of the 8th International Conference on Frontiers of Signal Processing, 2023