Ariane Santos da Silveira

According to our database, Ariane Santos da Silveira authored at least 5 papers between 2020 and 2026.

Collaborative distances:

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

2026

Lithology-Aware Conditional Variational Autoencoder for Synthetic Well Log Generation in Petroleum Reservoirs (Student Abstract).

Aline Cambri Fredere, Gabriel de Oliveira Ramos, Luciano Garim Garcia, Mateus da Rocha Simionato, José Manuel Marques Teixeira de Oliveira, Ariane Santos da Silveira

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Can Deep Learning Models Predict Compositional Outputs Without Log-Ratio Transformations?

Luciano Garim Garcia, Gabriel de Oliveira Ramos, Gabriel Tomasi de Melo, Elaine Dias Pires, Milene Freitas Figueiredo, Joselito Cabral Vazquez, Ariane Santos da Silveira

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

2024

An encoder-decoder deep neural network for binary segmentation of seismic facies.

Gefersom Lima, Felipe André Zeiser, Ariane Santos da Silveira, Sandro José Rigo, Gabriel de Oliveira Ramos

Comput. Geosci., January, 2024

Enhancing Synthetic Well Logs with PCA-Based GAN Models.

Luciano Garim Garcia, Gabriel de Oliveira Ramos, José Manuel Marques Teixeira de Oliveira, Ariane Santos da Silveira

Proceedings of the International Conference on Machine Learning and Applications, 2024

2020

Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks.

Gefersom Lima, Gabriel de Oliveira Ramos, Sandro Rigo, Felipe André Zeiser, Ariane Santos da Silveira

CoRR, 2020