Luciano Garim Garcia

According to our database, Luciano Garim Garcia authored at least 4 papers between 2021 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

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

2021

A parameter optimizer based on genetic algorithm for the simulation of carbonate facies.

Luciano Garim Garcia, Vinícius Lôndero

Intell. Syst. Appl., 2021