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Fernando Arrais Romero Dias Lima

Universidade Federal do Rio de Janeiro

7H-index
20Paper Count
129Citation Count
Published Papers 12
Publication Date
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Robust ATR-FTIR Calibration for Concentration Monitoring in Mixed-Solvent Crystallization Processes
errORGANIC PROCESS RESEARCH & DEVELOPMENT
IF3.5
err2026-05-18
err0
errOAAI
errFernando Arrais R. D. Lima; Michaela E. Murr; Daniel J. Griffin; Martha A. Grover; Ronald W. Rousseau
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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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A robust framework based on symbolic regression to develop controllers for crystallization processes
errJournal of Process Control
IF3.9
err2026-03-21
err0
PREAI
errFernando Arrais R.D. Lima; Marcellus G.F. de Moraes; M. Enis Leblebici; Argimiro R. Secchi; Maurício B. de Souza; 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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errSave
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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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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Statistical Analyses of a Population Balance Model of a Batch Crystallization Process
errCRYSTAL GROWTH & DESIGN
IF3.4
err2023-12-12
err2
PREAI
errLima, Fernando Arrais Romero Dias; Barreto Correa, Gabriela; de Moraes, Marcellus Guedes Fernandes; Segtovich, Iuri Soter Viana; Barreto Junior, Amaro Gomes; Pinto, Jose Carlos
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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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A parallel hybrid model for integrating protein adsorption models with deep neural networks
errADSORPTION-JOURNAL OF THE INTERNATIONAL ADSORPTION SOCIETY
IF3.1
err2023-11-06
err0
errOAAI
errGama, Marlon de Souza; Lima, Fernando Arrais Romero Dias; Santana, Vinicius Viena; Nogueira, Idelfonso Bessa dos Reis; Tavares, Frederico Wanderley; Barreto Junior, Amaro Gomes
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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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Research Directions

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Co-authors
Cooperation Journals
J
José Carlos Pinto
H-index: 47 · Papers: 510
M
Martha A. Grover
H-index: 35 · Papers: 195
F
Frederico W. Tavares
H-index: 34 · Papers: 317
R
Ronald W. Rousseau
H-index: 32 · Papers: 299
A
Argimiro R. Secchi
H-index: 28 · Papers: 445
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