Guilherme Daniel Avansi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Geometrical Constraints

Petroleum Industry

Top Venues

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

Neural Comput. Appl.

Publications

Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Jeanfranco Farfan, Denis José Schiozer, Anderson Rocha
Few-shot learning and modeling of 3D reservoir properties for predicting oil reservoir production. Neural Comput. Appl. 36 (23) (2024)
Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha
Cross-Domain Feature learning and data augmentation for few-shot proxy development in oil industry. Appl. Soft Comput. 149 (Part A) (2024)
Jeanfranco Farfan, Gabriel Cirac Mendes Souza, Guilherme Daniel Avansi, Célio Maschio, Denis José Schiozer, Anderson Rocha
End-to-end dimensionality reduction and regression from 3D geological uncertainties to estimate oil reservoir simulations. Appl. Soft Comput. 162 (2024)
Gabriel Cirac Mendes Souza, Jeanfranco Farfan, Guilherme Daniel Avansi, Denis José Schiozer, Anderson Rocha
Deep hierarchical distillation proxy-oil modeling for heterogeneous carbonate reservoirs. Eng. Appl. Artif. Intell. 126 (2023)
Leticia da Silva Bomfim, Guilherme Daniel Avansi, Alexandre Campane Vidal, Hélio Pedrini
Characterization of fracture geometry with computed microtomography rock images. GEOINFO (2022)