Journal publications

• Lima, Fernando Arrais Romero Dias; Moraes, Marcellus G.F. de; Rebello, Carine de Menezes; Barreto, Amaro G.; Secchi, Argimiro R.; Souza, Maurício B. de. (2025) Interpretable and uncertainty-aware machine learning for trustworthy prediction in batch crystallization. Chemical Engineering and Processing
  Academic article
• Voltolini, Leonardo; Lima, Fernando Arrais Romero Dias; Rebello, Carine de Menezes; Itabaiana, Ivaldo; Nogueira, Idelfonso B. R.; Secchi, Argimiro Resende. (2025) Machine learning framework to predict product distribution of lignocellulosic biomass pyrolysis. Bioresource Technology
  Academic article

Report

• Lima, Fernando Arrais Romero Dias; Nogueira, Idelfonso B. R.; Secchi, Argimiro Resende; Jr., Mauricio Bezerra de Souza; Leblebici, Mumin Enis. (2026) Machine Learning-Enhanced Process Systems Engineering for Modeling, Monitoring, and Control with Applications to Crystallization Processes. NTNU Norges teknisk-naturvitenskapelige universitet NTNU Norges teknisk-naturvitenskapelige universitet
  Doctoral dissertation