Improved Hydrocarbon Detection with Self-Supervised Long Short-Term Memory Networks. - Antônio Pinto; Felipe Andrade; Carlos Suarez; Luiz Fernando Santos; Frederico Miranda; Diogo Michelon; Roberto Ribeiro; Paulo Ivson 001 (SIBGRAPI, 2024)

Improving generalization through self-supervised learning using generative pre-training transformer for natural gas segmentation. - Luiz Fernando Santos; Marcelo Gattass; Carlos Rodriguez; Jan Hurtado; Frederico Miranda; Diogo Michelon; Roberto Ribeiro (Comput. Geosci., 2025)