Guilherme Daniel Avansi

According to our database, Guilherme Daniel Avansi authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

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

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

2022

Characterization of fracture geometry with computed microtomography rock images.

Leticia da Silva Bomfim, Guilherme Daniel Avansi, Alexandre Campane Vidal, Hélio Pedrini

Proceedings of the XXIII Brazilian Symposium on Geoinformatics, 2022