Edson S. Gomi

12 papers A* 1C 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Embracing data irregularities in multivariate time series.
Appl. Soft Comput.
Marcel R. de Barros, Lucas P. Fontenele, Mariana S. Silva, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson S. Gomi, Rodrigo A. Barreira, Anna Helena Reali Costa
2025 J jnl
Improving current forecast by Leveraging Measured Data and numerical models via LiESNs.
Environ. Model. Softw.
Felipe M. Moreno, Marcel R. de Barros, Artur Jordão, Marlon S. Mathias, Marcelo Dottori, Anna Helena Reali Costa, Edson S. Gomi, Fábio G. Cozman, Eduardo Aoun Tannuri
2025 — conf
Interpolation of Multivariate Time Series with Nearly-Symmetric Time Translations.
BRACIS (2)
Bernardo Teixeira, Marcel R. de Barros, Edson S. Gomi, Eduardo Aoun Tannuri, Fábio Levy Siqueira, Anna Helena Reali Costa
2025 J jnl
Pdarts: projected differentiable architecture search for seismic inversion.
Mach. Learn.
Lucas C. Souza, Carlos G. C. Junior, Ricardo Cerri, Edson S. Gomi, Bruno S. Carmo, Hermes Senger, Murilo Naldi
2024 A* conf
Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing.
AAAI
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 G. Cozman, Marcelo Dottori, Anna Helena Reali Costa
2022 J jnl
A Physics-Informed Neural Network to Model Port Channels.
CoRR
Marlon S. Mathias, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio G. Cozman, Anna H. R. Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori
2022 — conf
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.
BRACIS (2)
Marlon S. Mathias, Wesley P. de Almeida, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fábio G. Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson S. Gomi, Marcelo Dottori
2022 J jnl
Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests.
CoRR
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 G. Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri
2022 J jnl
Modeling Oceanic Variables with Dynamic Graph Neural Networks.
CoRR
Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Marlon S. Mathias, Marcelo Dottori, Fábio G. Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo Aoun Tannuri
2022 J jnl
Neural Network Meta-Models for FPSO Motion Prediction From Environmental Data With Different Platform Loads.
IEEE Access
Lucas P. Cotrim, Rodrigo A. Barreira, Ismael H. F. dos Santos, Edson S. Gomi, Anna Helena Reali Costa, Eduardo Aoun Tannuri
2021 J jnl
Using Neural Network Approaches to Detect Mooring Line Failure.
IEEE Access
Amir Muhammed Saad, Florian Schopp, Rodrigo A. Barreira, Ismael H. F. dos Santos, Eduardo Aoun Tannuri, Edson S. Gomi, Anna H. R. Costa
2012 C conf
Model Transformation for Frameworks Using Logical Planning.
SEKE
Guilherme A. Marchetti, Edson S. Gomi