A new Reinforcement Learning framework to discover natural flavor molecules. - Luana P. Queiroz; Carine M. Rebello; Erbet Almeida Costa; Vinícius V. Santana; Bruno C. L. Rodrigues; Alírio E. Rodrigues; Ana M. Ribeiro; Idelfonso B. R. Nogueira (CoRR, 2022)

A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem. - Luana P. Queiroz; Carine M. Rebello; Erbet Almeida Costa; Vinícius V. Santana; Alírio E. Rodrigues; Ana M. Ribeiro; Idelfonso B. R. Nogueira (CoRR, 2022)

PUFFIN: A Path-Unifying Feed-Forward Interfaced Network for Vapor Pressure Prediction. - Vinícius Viena Santana; Carine Menezes Rebello; Luana P. Queiroz; Ana Mafalda Almeida Peixoto Ribeiro; Nadia Shardt; Idelfonso B. R. Nogueira (CoRR, 2023)

Harnessing graph neural networks to craft fragrances based on consumer feedback. - Bruno C. L. Rodrigues; Vinícius V. Santana; Luana P. Queiroz; Carine M. Rebello; Idelfonso B. R. Nogueira (Comput. Chem. Eng., 2024)