Alessandra Davólio

According to our database, Alessandra Davólio authored at least 7 papers between 2020 and 2026.

Collaborative distances:

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

2026

Saturation and pressure change estimation from time-lapse seismic data using vision transformers.

Marcos V. M. Cirne, Masoud Maleki, Michael M. Diniz, Denis J. Schiozer, Alessandra Davólio, Anderson Rocha

Appl. Soft Comput., 2026

Multi-Scenario Causal Discovery for Time-Series Analysis in Dynamic Systems.

Ahmed Esmin, Manuel Castro, Bruno César De Oliveira Souza, Augusto Lustosa, Pedro Ribeiro Mendes Júnior, Rafael de Oliveira Werneck, Maiara Moreira Gonçalves, Leopoldo Lusquino Filho, Marcelo Ferreira Zampieri, Oscar Linares, Valdir Estevam, Elayne Morais, Denis José Schiozer, Leonardo Machado, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha

IEEE Access, 2026

2025

Efficient proxy for time-lapse seismic forward modeling using a U-net encoder-decoder approach.

Michael M. Diniz, Masoud Maleki, Marcos V. M. Cirne, Shahram Danaei, João Oliveira, Denis José Schiozer, Alessandra Davólio, Anderson Rocha

Comput. Geosci., 2025

2024

A multi-modal approach for mixed-frequency time series forecasting.

Leopoldo Lusquino Filho, Rafael de Oliveira Werneck, Manuel Castro, Pedro Ribeiro Mendes Júnior, Augusto Lustosa, Marcelo Ferreira Zampieri, Oscar Linares, Renato Moura, Elayne Morais, Murilo Amaral, Soroor Salavati, Ashish Loomba, Ahmed Esmin, Maiara Moreira Gonçalves, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha

Neural Comput. Appl., December, 2024

Rock-type classification: A (critical) machine-learning perspective.

Pedro Ribeiro Mendes Júnior, Soroor Salavati, Oscar Linares, Maiara Moreira Gonçalves, Marcelo Ferreira Zampieri, Vitor Hugo de Sousa Ferreira, Manuel Castro, Rafael de Oliveira Werneck, Renato Moura, Elayne Morais, Ahmed Esmin, Leopoldo Lusquino, Denis José Schiozer, Alexandre Ferreira, Alessandra Davólio, Anderson Rocha

Comput. Geosci., 2024

2022

Convolutional Neural Network Formulation to Compare 4-D Seismic and Reservoir Simulation Models.

Klaus Rollmann, Aurea Soriano-Vargas, Forlan Almeida, Alessandra Davólio, Denis José Schiozer, Anderson Rocha

IEEE Trans. Syst. Man Cybern. Syst., 2022

2020

A synthetic case study of measuring the misfit between 4D seismic data and numerical reservoir simulation models through the Momenta Tree.

Aurea Soriano-Vargas, Klaus Rollmann, Forlan Almeida, Alessandra Davólio, Bernd Hamann, Denis J. Schiozer, Anderson Rocha

Comput. Geosci., 2020