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Maurício B. de Souza

Universidade Federal do Rio de Janeiro

19H-index
120Paper Count
1.2KCitation Count
Published Papers 31
Publication Date
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Where Fault Detection and Diagnosis Meets MPC Performance Assessment: Review and Case Study of an Integrated Framework
errProcesses
IF2.8
err2026-07-17
err0
errOAAI
errElizabeth V. Melo; Argimiro R. Secchi; Maurício B. de Souza, Jr.
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Symbolic Regression-Based Robust Control of Batch Crystallization: Design and PLC Implementation
errIndustrial & Engineering Chemistry Research
IF0
err2026-05-05
err0
errOAAI
errFernando Arrais Romero Dias Lima; Erbet A. Costa; Mumin Enis Leblebici; Argimiro Resende Secchi; Maurício B. de Souza Jr.; Idelfonso B. R. Nogueira
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Improving process systems engineering with specialized multi-agent large language models
errChemical Engineering Journal Advances
IF7.1
err2026-03-16
err0
errOAAI
errFernando Arrais R.D. Lima; Anas Abdelrehim; Ashutosh Bharambe; Marius Micluţa-Câmpeanu; Dhairya Gandhi; Anshul Singhvi; Venkateshprasad Bhat; Morten Piibeleht; Argimiro R. Secchi; Maurício B. de Souza Jr.; M. Enis Leblebici; Christopher Rackauckas; Idelfonso B.R. Nogueira
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Data-Driven Machine Learning Modeling for Production Planning in Natural Gas Processing Under Open-Market Conditions: A Case Study of Brazil’s Largest Gas Processing Site
errProcesses
IF2.8
err2026-02-27
err0
errOAAI
errTayná E. G. Souza; Thiago S. Feital; Maurício B. de Souza, Jr.; Argimiro R. Secchi
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errSave
Carbapenem resistance and ESBL production in the Acinetobacter calcoaceticus-Acinetobacter baumannii complex in animals: challenges in resistance identification and diagnosis
errPesquisa Veterinaria Brasileira
IF0.8
err2026-01-01
err0
PREAI
errHolmstrom, Theresse C. H.; Silva, Luana O.; David, Luria Adib; Pinto, Leticia B.; Motta, Cassia C.; Rocha-de-Souza, Claudio M.; de Melo, Dayanne A.; de Souza, Miliane M. S.
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Experimental Nonlinear Model Predictive Control of Crystal Size and Yield in Batch Cooling Crystallization Enabled by Soft Sensor and Symbolic-Based Calibration Model
errIndustrial and Engineering Chemistry Research
IF3.9
err2025-11-01
err0
PREAI
errDias Lima, Fernando Arrais Romero; Fernandes De Moraes, Marcellus Guedes; Resende Secchi, Argimiro; De Souza, Mauricio B.; Grover, Martha A.
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errSave
Recent Developments in Automatic Control and Systems Engineering
errprocesses
IF0
err2025-08-17
err0
errOAAI
errMaurício B. de Souza Jr.; John Anthony Rossiter
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errSave
The relationship between diffusion coefficient and ion conductivity in solid-state electrolytes using feedforward neural networks and symbolic regression
errJournal of Power Sources
IF7.9
err2025-08-14
err0
PREAI
errIgor Gabriel Ito Iwakiri; João Vítor M.A. Silva; Nuno M. Delgado; Fernando Arrais R.D. Lima; Carine Menezes Rebello; Maurício B. de Souza Jr.; Idelfonso B.R. Nogueira
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Interpretable and uncertainty-aware machine learning for trustworthy prediction in batch crystallization
errchemical engineering and processing process intensification
IF0
err2025-05-19
err0
PREAI
errFernando Arrais R.D. Lima; Marcellus G.F. de Moraes; Carine Menezes Rebello; Amaro G. Barreto; Argimiro R. Secchi; Maurício B. de Souza; Idelfonso B.R. Nogueira
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Neural Network Inverse Model Controllers for Paracetamol Unseeded Batch Cooling Crystallization
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-10-29
err1
errOAAI
errLima, Fernando Arrais Romero Dias; de Moraes, Marcellus Guedes Fernandes; Grover, Martha A.; Barreto Jr, Amaro Gomes; Secchi, Argimiro Resende; de Souza Jr, Mauricio B.
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Gas-Lift Optimization Using Physics-Informed Deep Reinforcement Learning
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-07-31
err2
errOAAI
errFaria, Ruan de Rezende; Capron, Bruno Didier Olivier; Secchi, Argimiro Resende; de Souza, Mauricio Bezerra, Jr.
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Data-driven modeling and multi-objective optimization of a continuous kraft pulping digester
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2024-07-01
err0
PREAI
errCorrea, Isabela B.; de Souza Jr, Mauricio B.; Secchi, Argimiro R.
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errSave
Development of a CNN-based fault detection system for a real water injection centrifugal pump
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-06-01
err5
PREAI
errOliveira e Souza, Ana Claudia; de Souza Jr, Mauricio B.; da Silva, Flavio Vasconcelos
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errSave
Improved modeling of crystallization processes by Universal Differential Equations
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2023-12-01
err6
PREAI
errLima, Fernando Arrais R. D.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; de Moares, Marcellus G. F.; Barreto Jr, Amaro G.; Secchi, Argimiro R.; de Souza Jr, Mauricio B.; Nogueira, Idelfonso B. R.
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errSave
Steady-state real-time optimization using transient measurements and approximated Hammerstein dynamic model: A proof of concept in an experimental rig
errJOURNAL OF PROCESS CONTROL
IF3.9
err2023-12-01
err5
PREAI
errDelou, Pedro de Azevedo; Matias, Jose; Jaschke, Johannes; de Souza, Mauricio B.; Secchi, Argimiro R.
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On the modeling of continuous kraft pulp digesters: Inclusion of wood characteristics
errCHEMICAL ENGINEERING RESEARCH & DESIGN
IF3.9
err2023-08-01
err1
PREAI
errCorrea, Isabela B.; de Souza Jr, Mauricio B.; Secchi, Argimiro R.
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errSave
Subsea pipelines incidents prevention: A case study in Brazil
errJOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES
IF4.2
err2023-07-01
err9
PREAI
errFigueredo, Ana Karolina Muniz; Coelho, Daniela Goni; Miranda, Poliana Patrocinio; de Souza Junior, Mauricio Bezerra; Frutuoso e Melo, Paulo Fernando Ferreira; Vaz Junior, Carlos Andre
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Modeling and Predictive Control of Cooling Crystallization of Potassium Sulfate by Dynamic Image Analysis: Exploring Phenomenological and Machine Learning Approaches
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2023-06-09
err7
PREAI
errde Moraes, Marcellus Guedes Fernandes; Lima, Fernando Arrais Romero Dias; Lage, Paulo Laranjeira da Cunha; de Souza Jr, Mauriïcio B.; Barreto Jr, Amaro Gomes; Secchi, Argimiro Resende
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Polymorphism of Praziquantel: Role of Cooling Crystallization in Access to Solid Forms and Discovery of New Polymorphs
errCRYSTAL GROWTH & DESIGN
IF3.4
err2023-01-18
err10
PREAI
errde Moraes, Marcellus Gedes Fernandes; Barreto Jr, Amaro Gomes; Secchi, Argimiro Resende; de Souza Jr, Mauricio B.; Lage, Paulo Laranjeira da Cunha; Myerson, Allan S.
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Faulty scenarios in sour water treatment units: Simulation and AI-based diagnosis
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2022-09-01
err7
PREAI
errPereira Nogueira, Julia do Nascimento; Melo, Priamo Albuquerque; de Souza Jr, Mauricio B.
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Research Directions

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Co-authors
Cooperation Journals
P
Panagiotis D. Christofides
H-index: 78 · Papers: 660
A
Allan S. Myerson
H-index: 65 · Papers: 364
J
Joseph Sang‐Il Kwon
H-index: 49 · Papers: 367
J
José Carlos Pinto
H-index: 47 · Papers: 510
C
C. A. F. Vaz
H-index: 44 · Papers: 283
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