Works by Costa, Erbet A.

Results: 8

A Reinforcement Learning Framework to Discover Natural Flavor Molecules.

Published in:

Foods, 2023, v. 12, n. 6, p. 1147, doi. 10.3390/foods12061147

By:

Queiroz, Luana P.;
Rebello, Carine M.;
Costa, Erbet A.;
Santana, Vinícius V.;
Rodrigues, Bruno C. L.;
Rodrigues, Alírio E.;
Ribeiro, Ana M.;
Nogueira, Idelfonso B. R.

Publication type:

Article

Digital Transformation in the Chemical Industry: The Potential of Augmented Reality and Digital Twin.

Published in:

Applied Sciences (2076-3417), 2024, v. 14, n. 24, p. 11607, doi. 10.3390/app142411607

By:

Moreira, Lorena Claudia de Souza;
Rebello, Carine Menezes;
Costa, Erbet Almeida;
Sánchez, Antonio Santos;
Ribeiro, Lucília S.;
Nogueira, Idelfonso B. R.

Publication type:

Article

Improved modeling of crystallization processes by Universal Differential Equations.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2023, v. 200, p. 538, doi. 10.1016/j.cherd.2023.11.032

By:

Lima, Fernando Arrais R.D.;
Rebello, Carine M.;
Costa, Erbet A.;
Santana, Vinícius V.;
Moares, Marcellus G.F. de;
Barreto, Amaro G.;
Secchi, Argimiro R.;
Souza, Maurício B. de;
Nogueira, Idelfonso B.R.

Publication type:

Article

A novel nested loop optimization problem based on deep neural networks and feasible operation regions definition for simultaneous material screening and process optimization.

Published in:

Chemical Engineering Research & Design: Transactions of the Institution of Chemical Engineers Part A, 2022, v. 180, p. 243, doi. 10.1016/j.cherd.2022.02.013

By:

Nogueira, Idelfonso B.R.;
Dias, Rafael O.M.;
Rebello, Carine M.;
Costa, Erbet A.;
Santana, Vinicius V.;
Rodrigues, Alírio E.;
Ferreira, Alexandre;
Ribeiro, Ana M.

Publication type:

Article

Assuring optimality in surrogate‐based optimization: A novel theorem and its practical implementation in pressure swing adsorption optimization.

Published in:

Canadian Journal of Chemical Engineering, 2025, v. 103, n. 3, p. 1036, doi. 10.1002/cjce.25512

By:

Rebello, Carine Menezes;
Costa, Erbet Almeida;
Sánchez, Antonio Santos;
Vides, Fredy;
Nogueira, Idelfonso B. R.

Publication type:

Article

Mapping Uncertainties of Soft-Sensors Based on Deep Feedforward Neural Networks through a Novel Monte Carlo Uncertainties Training Process.

Published in:

Processes, 2022, v. 10, n. 2, p. 409, doi. 10.3390/pr10020409

By:

Costa, Erbet A.;
Rebello, Carine M.;
Santana, Vinicius V.;
Rodrigues, Alírio E.;
Ribeiro, Ana M.;
Schnitman, Leizer;
Nogueira, Idelfonso B. R.

Publication type:

Article

Machine Learning-Based Dynamic Modeling for Process Engineering Applications: A Guideline for Simulation and Prediction from Perceptron to Deep Learning.

Published in:

Processes, 2022, v. 10, n. 2, p. 250, doi. 10.3390/pr10020250

By:

Rebello, Carine M.;
Marrocos, Paulo H.;
Costa, Erbet A.;
Santana, Vinicius V.;
Rodrigues, Alírio E.;
Ribeiro, Ana M.;
Nogueira, Idelfonso B. R.

Publication type:

Article

A Robust Learning Methodology for Uncertainty-Aware Scientific Machine Learning Models.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 1, p. 74, doi. 10.3390/math11010074

By:

Costa, Erbet Almeida;
Rebello, Carine de Menezes;
Fontana, Márcio;
Schnitman, Leizer;
Nogueira, Idelfonso Bessa dos Reis

Publication type:

Article