Gabriel Cirac Mendes Souza

According to our database, Gabriel Cirac Mendes Souza authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry.

Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha

Appl. Soft Comput., December, 2024

Few-shot learning and modeling of 3D reservoir properties for predicting oil reservoir production.

Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha

Neural Comput. Appl., August, 2024

End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations.

Jeanfranco Farfan, Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Célio Maschio, Denis José Schiozer, Anderson Rocha

Appl. Soft Comput., 2024

A Six-Day Journey Into EMG Signal Analysis Using Prompts.

Gabriel Cirac Mendes Souza, Tales C. Pimenta

Proceedings of the International Conference on Microelectronics, 2024

2023

Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs.

Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha

Eng. Appl. Artif. Intell., November, 2023

2021

Benford's Law and Artificial Intelligence Applied to COVID-19.

Gabriel Cirac Mendes Souza, Robson L. Moreno, Tales C. Pimenta

Proceedings of the International Conference on Microelectronics, 2021

2020

Pattern Recognition in Myoelectric Signals Using Deep Learning, Features Engineering, and a Graphics Processing Unit.

Gabriel Cirac Mendes Souza, Robson L. Moreno, Tales Cleber Pimenta

IEEE Access, 2020

2018

Evaluation of Pattern Recognition in Myoelectric Signal Using Netlab GLM.

Gabriel Cirac Mendes Souza, Robson Luiz Moreno, Tales Cleber Pimenta

Proceedings of the 25th International Conference "Mixed Design of Integrated Circuits and System", 2018

Netlab MLP - Performance Evaluation for Pattern Recognition in Myoletric Signal.

Gabriel Cirac Mendes Souza, Robson Luiz Moreno

Proceedings of the 9th International Conference on Ambient Systems, 2018