Marcel R. de Barros

According to our database, Marcel R. de Barros authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing.

Marcel R. de Barros, Andressa Pinto, Andres Monroy, Felipe M. Moreno, Jefferson F. Coelho, Aldomar Pietro Silva, Caio Fabricio Deberaldini Netto, José Roberto Leite, Marlon S. Mathias, Eduardo Aoun Tannuri, Artur Jordão, Edson S. Gomi, Fábio Gagliardi Cozman, Marcelo Dottori, Anna Helena Reali Costa

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.

Marlon Sproesser Mathias, Wesley Pereira de Almeida, Marcel Rodrigues de Barros, Jefferson Fialho Coelho, Lucas Palmiro de Freitas, Felipe Marino Moreno, Caio Fabricio Deberaldini Netto, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Marcelo Dottori

CoRR, 2023

Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks.

Marcel Rodrigues de Barros, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

A Physics-Informed Neural Network to Model Port Channels.

Marlon S. Mathias, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio Gagliardi Cozman, Anna H. R. Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori

CoRR, 2022

Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests.

Felipe M. Moreno, Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Marlon S. Mathias, Luiz A. Schiaveto Neto, Marcelo Dottori, Fábio Gagliardi Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri

CoRR, 2022

Modeling Oceanic Variables with Dynamic Graph Neural Networks.

Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Marlon S. Mathias, Marcelo Dottori, Fábio Gagliardi Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri

CoRR, 2022