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Maurı́cio Bezerra de Souza Júnior

Universidade Federal do Rio de Janeiro (UFRJ)

Departamento de Engenharia Química

Rio de Janeiro, Rio de Janeiro

Brazil

SCHOLARLY PAPERS

5

DOWNLOADS

225

TOTAL CITATIONS

1

Scholarly Papers (5)

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1.

Computational Fluid Dynamics and Machine Learning as Tools for Optimization of Micromixers Geometry

Number of pages: 16 Posted: 24 Mar 2022
Fabio Santos, Daniela de Oliveira Maionchi, Luca Ainstein and Maurı́cio Bezerra de Souza Júnior
affiliation not provided to SSRN, Universidade Federal de Mato Grosso, affiliation not provided to SSRN and Universidade Federal do Rio de Janeiro (UFRJ)
Downloads 97 (704,534)
Citation 1

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Micromixers, Computational Fluid Dynamics, Neural Networks, microfluidics, optimization

2.

The Relationship between Diffusion Coefficient and Ion Conductivity in Solid-State Electrolytes Using Feedforward Neural Networks and Symbolic Regression

Number of pages: 21 Posted: 17 Jan 2025
Igor Ito Iwakiri, João Vítor Silva, Nuno Delgado, Fernando Lima, Carine Rebello, Maurı́cio Bezerra de Souza Júnior and Idelfonso B. R. Nogueira
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Universidade Federal do Rio de Janeiro (UFRJ) and Norwegian University of Science and Technology (NTNU)
Downloads 59 (980,173)

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Diffusion CoefficientConductivitySolid-State ElectrolyteMachine LearningFeedforward Neural Network

3.

Slug Flow Bifurcation Diagram Reconstruction Using Lstm Neural Networks for Offshore Wells

Number of pages: 14 Posted: 13 Jun 2025
Deris Eduardo Spina, Giovani G. Gerevini, Nayher A. Clavijo, Tiago Lemos, Fabio César Diehl, Maurı́cio Bezerra de Souza Júnior and José Carlos Pinto
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Petrobras, Petrobras, Universidade Federal do Rio de Janeiro (UFRJ) and Universidade Federal do Rio de Janeiro (UFRJ)
Downloads 41 (1,263,436)

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Bifurcation diagram, Slugging, Recurrent Neural Networks, LSTM

4.

An integrated fuzzy-based approach for online process monitoring and early fault detection

Number of pages: 20 Posted: 01 Jul 2026
Leonardo Voltolini, Leonardo Silva de Souza, Gustavo Luís Rodrigues Caldas, Sérgio Andres Castaño Giraldo, Mario César Massa de Campos, Bruno Ferreira Vieira, Maurı́cio Bezerra de Souza Júnior and Argimiro Resende Secchi
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Petrobras, Universidade Federal do Rio de Janeiro (UFRJ) and affiliation not provided to SSRN
Downloads 14

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Fuzzy logic, Pump abnormal vibration, Tennessee Eastman Process, principal component analysis, Random Forest

5.

Symbolic Regression–Based Robust Control of Batch Crystallization: Design and PLC Implementation

Number of pages: 18 Posted: 04 Feb 2026
Fernando Arrais Romero Dias Lima, Erbet Almeida Costa, M. Enis Leblebici, Argimiro Resende Secchi, Maurı́cio Bezerra de Souza Júnior and Idelfonso B. R. Nogueira
affiliation not provided to SSRN, Norwegian University of Science and Technology (NTNU), KU Leuven, affiliation not provided to SSRN, Universidade Federal do Rio de Janeiro (UFRJ) and Norwegian University of Science and Technology (NTNU)
Downloads 14 (1,518,554)

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Symbolic regression, Batch cooling crystallization, NMPC, Programmable logic controller, Robust data-driven control