Carine de Menezes Rebello
Publications
2024
-
de Menezes Rebello, Carine;
B. R. Nogueira, Idelfonso.
(2024)
Optimizing CO<inf>2</inf> capture in pressure swing adsorption units: A deep neural network approach with optimality evaluation and operating maps for decision-making.
Separation and Purification Technology
Academic article
-
Rodrigues, Bruno C.L.;
Santana, Vinicius Viena;
Queiroz, Luana P.;
de Menezes Rebello, Carine;
B. R. Nogueira, Idelfonso.
(2024)
Harnessing graph neural networks to craft fragrances based on consumer feedback.
Computers and Chemical Engineering
Academic article
-
Costa, Erbet Almeida;
Rebello, Carine Menezes;
Schnitman, Leizer;
Loureiro, José M.;
Ribeiro, Ana M.;
B. R. Nogueira, Idelfonso.
(2024)
Adaptive digital twin for pressure swing adsorption systems: Integrating a novel feedback tracking system, online learning and uncertainty assessment for enhanced performance.
Engineering Applications of Artificial Intelligence
Academic article
-
Santana, Vinicius;
Rebello, Carine Menezes;
Queiroz, Luana P.;
Ribeiro, Ana Mafalda;
Shardt, Nadia;
B. R. Nogueira, Idelfonso.
(2024)
PUFFIN: A path-unifying feed-forward interfaced network for vapor pressure prediction.
Chemical Engineering Science (CES)
Academic article
-
Costa, Erbet Almeida;
Rebello, Carine Menezes;
Santana, Vinicius;
Reges, Galdir;
de Oliveira Silva, Tiago;
Santana Luiz de Abreu, Odilon.
(2024)
An uncertainty approach for Electric Submersible Pump modeling through Deep Neural Network.
Heliyon
Academic article
-
de Menezes Rebello, Carine;
Deiró, Gabriela Fontes;
Knuutila, Hanna Katariina;
Moreira, Lorena Claudia de Souza;
B. R. Nogueira, Idelfonso.
(2024)
Augmented reality for chemical engineering education.
Education for Chemical Engineers
Academic article
-
de Menezes Rebello, Carine;
Almeida Costa, Erbet;
Sánchez, Antonio Santos;
Vides, Fredy;
B. R. Nogueira, Idelfonso.
(2024)
Assuring optimality in surrogate-based optimization: A novel theorem and its practical implementation in pressure swing adsorption optimization.
Canadian Journal of Chemical Engineering
Academic article
2023
-
Queiroz, Luana P.;
Rebello, Carine Menezes;
Costa, Erbet Almeida;
Santana, Vinícius V.;
Rodrigues, Bruno C. L.;
Rodrigues, Alírio E..
(2023)
Transfer Learning Approach to Develop Natural Molecules with Specific Flavor Requirements.
Industrial & Engineering Chemistry Research
Academic article
-
Lima, Fernando;
Rebello, Carine Menezes;
Costa, Erbet Almeida;
Santana, Vinicius;
Moares, Marcellus;
Barreto, Amaro.
(2023)
Improved modeling of crystallization processes by Universal Differential Equations
.
Chemical engineering research & design
Academic article
-
Santana, Vinicius V.;
Costa, Erbet Almeida;
Rebello, Carine Menezes;
Ribeiro, Ana Mafalda;
Rackauckas, Christopher;
B. R. Nogueira, Idelfonso.
(2023)
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach.
Chemical Engineering Science (CES)
Academic article
Journal publications
-
de Menezes Rebello, Carine;
B. R. Nogueira, Idelfonso.
(2024)
Optimizing CO<inf>2</inf> capture in pressure swing adsorption units: A deep neural network approach with optimality evaluation and operating maps for decision-making.
Separation and Purification Technology
Academic article
-
Rodrigues, Bruno C.L.;
Santana, Vinicius Viena;
Queiroz, Luana P.;
de Menezes Rebello, Carine;
B. R. Nogueira, Idelfonso.
(2024)
Harnessing graph neural networks to craft fragrances based on consumer feedback.
Computers and Chemical Engineering
Academic article
-
Costa, Erbet Almeida;
Rebello, Carine Menezes;
Schnitman, Leizer;
Loureiro, José M.;
Ribeiro, Ana M.;
B. R. Nogueira, Idelfonso.
(2024)
Adaptive digital twin for pressure swing adsorption systems: Integrating a novel feedback tracking system, online learning and uncertainty assessment for enhanced performance.
Engineering Applications of Artificial Intelligence
Academic article
-
Santana, Vinicius;
Rebello, Carine Menezes;
Queiroz, Luana P.;
Ribeiro, Ana Mafalda;
Shardt, Nadia;
B. R. Nogueira, Idelfonso.
(2024)
PUFFIN: A path-unifying feed-forward interfaced network for vapor pressure prediction.
Chemical Engineering Science (CES)
Academic article
-
Costa, Erbet Almeida;
Rebello, Carine Menezes;
Santana, Vinicius;
Reges, Galdir;
de Oliveira Silva, Tiago;
Santana Luiz de Abreu, Odilon.
(2024)
An uncertainty approach for Electric Submersible Pump modeling through Deep Neural Network.
Heliyon
Academic article
-
de Menezes Rebello, Carine;
Deiró, Gabriela Fontes;
Knuutila, Hanna Katariina;
Moreira, Lorena Claudia de Souza;
B. R. Nogueira, Idelfonso.
(2024)
Augmented reality for chemical engineering education.
Education for Chemical Engineers
Academic article
-
de Menezes Rebello, Carine;
Almeida Costa, Erbet;
Sánchez, Antonio Santos;
Vides, Fredy;
B. R. Nogueira, Idelfonso.
(2024)
Assuring optimality in surrogate-based optimization: A novel theorem and its practical implementation in pressure swing adsorption optimization.
Canadian Journal of Chemical Engineering
Academic article
-
Queiroz, Luana P.;
Rebello, Carine Menezes;
Costa, Erbet Almeida;
Santana, Vinícius V.;
Rodrigues, Bruno C. L.;
Rodrigues, Alírio E..
(2023)
Transfer Learning Approach to Develop Natural Molecules with Specific Flavor Requirements.
Industrial & Engineering Chemistry Research
Academic article
-
Lima, Fernando;
Rebello, Carine Menezes;
Costa, Erbet Almeida;
Santana, Vinicius;
Moares, Marcellus;
Barreto, Amaro.
(2023)
Improved modeling of crystallization processes by Universal Differential Equations
.
Chemical engineering research & design
Academic article
-
Santana, Vinicius V.;
Costa, Erbet Almeida;
Rebello, Carine Menezes;
Ribeiro, Ana Mafalda;
Rackauckas, Christopher;
B. R. Nogueira, Idelfonso.
(2023)
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach.
Chemical Engineering Science (CES)
Academic article