Eduardo Aoun Tannuri

18 papers A* 1Journal 10Unranked 7
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
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
2023 J jnl
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.
CoRR
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
2023 — conf
Embracing Data Irregularities in Multivariate Time Series with Recurrent and Graph Neural Networks.
BRACIS (1)
Marcel Rodrigues de Barros, Thiago Lizier Rissi, Eduardo Faria Cabrera, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Rodrigo A. Barreira, 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 — conf
Sea State Estimation with Neural Networks Based on the Motion of a Moored FPSO Subjected to Campos Basin Metocean Conditions.
BRACIS (2)
Gustavo A. Bisinotto, Lucas P. Cotrim, Fábio Gagliardi Cozman, 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
2020 J jnl
Navigation in Restricted Channels Under Environmental Conditions: Fast-Time Simulation by Asynchronous Deep Reinforcement Learning.
IEEE Access
José Amendola, Lucas S. Miura, Anna Helena Reali Costa, Fábio Gagliardi Cozman, Eduardo Aoun Tannuri
2020 J jnl
Robust Output-Feedback Control in a Dynamic Positioning System via High Order Sliding Modes: Theoretical Framework and Experimental Evaluation.
IEEE Access
André S. S. Ianagui, Pedro C. De Mello, Eduardo Aoun Tannuri
2019 — conf
Detecting Mental Fatigue in Vessel Pilots Using Deep Learning and Physiological Sensors.
ICCA
Thiago Gabriel Monteiro, Houxiang Zhang, Charlotte Skourup, Eduardo Aoun Tannuri
2014 — conf
Temperature control of an aeronautical pneumatic system using feedback linearization and PID.
MED
Dayvis Dias da Silva, Wallace Turcio, Eduardo Aoun Tannuri
2008 — conf
New Development on Shape Memory Alloys Actuators.
BIODEVICES (2)
Roberto Romano, Eduardo Aoun Tannuri