Maurício B. de Souza

Enzymatic hydrolysis optimization to ethanol production by simultaneous saccharification and fermentation

Mariana Peñuela, Juliana Nascimento C. da Silva, Maurício B. de Souza et al. · Applied Biochemistry and Biotechnology · 2007 · 96 citations

Biomass Conversion, Engineering, Bioenergy +11

Machine learning model and optimization of a PSA unit for methane-nitrogen separation

Hermes R. Sant Anna, Frederico W. Tavares, Maurício B. de Souza · Computers & Chemical Engineering · 2017 · 76 citations

Search Optimization, Process Design, Chemical Engineering +4

Where Reinforcement Learning Meets Process Control: Review and Guidelines

Ruan de Rezende Faria, Bruno Didier Olivier Capron, Argimiro R. Secchi et al. · Processes · 2022 · 53 citations · Full text

Artificial Intelligence, Imitation Learning, Engineering +15

A data-driven tracking control framework using physics-informed neural networks and deep reinforcement learning for dynamical systems

Ruan de Rezende Faria, Bruno Didier Olivier Capron, Argimiro R. Secchi et al. · Engineering Applications of Artificial Intelligence · 2023 · 46 citations

Engineering, Deep Reinforcement, Deep Reinforcement Learning +8

Physics-Informed deep learning to predict flow fields in cyclone separators

Luana Queiroz, Fabio Pereira dos Santos, Janaina Pena Soares de Oliveira et al. · Digital Chemical Engineering · 2021 · 42 citations · Full text