Idelfonso B. R. Nogueira
AuthID: R-00G-V2G
21
TITLE: Scents of AI: Harnessing Graph Neural Networks to Craft Fragrances Based on Consumer Feedback
AUTHORS: Bruno de Carvalho Leite Rodrigues; Vinicius Viena Santana; Luana de Pinho Queiroz; Carine Menezes Rebello; Idelfonso B R Nogueira;
PUBLISHED: 2023
AUTHORS: Bruno de Carvalho Leite Rodrigues; Vinicius Viena Santana; Luana de Pinho Queiroz; Carine Menezes Rebello; Idelfonso B R Nogueira;
PUBLISHED: 2023
22
TITLE: Improved modeling of crystallization processes by Universal Differential Equations
AUTHORS: Fernando Arrais R.D Lima; Carine M Rebello; Erbet A Costa; Vinícius V Santana; Marcellus G.F de Moares; Amaro G Barreto; Argimiro R Secchi; Maurício de d Souza; Idelfonso B.R Nogueira;
PUBLISHED: 2023, SOURCE: Chemical Engineering Research and Design, VOLUME: 200
AUTHORS: Fernando Arrais R.D Lima; Carine M Rebello; Erbet A Costa; Vinícius V Santana; Marcellus G.F de Moares; Amaro G Barreto; Argimiro R Secchi; Maurício de d Souza; Idelfonso B.R Nogueira;
PUBLISHED: 2023, SOURCE: Chemical Engineering Research and Design, VOLUME: 200
23
TITLE: A First Approach towards Adsorption-Oriented Physics-Informed Neural Networks: Monoclonal Antibody Adsorption Performance on an Ion-Exchange Column as a Case Study
AUTHORS: Santana, Vinicius V.; Gama, Marlon S.; Loureiro, Jose M.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Tavares, Frederico W.; Barreto, Amaro G.; Nogueira, Idelfonso B. R.;
PUBLISHED: 2022, SOURCE: CHEMENGINEERING, VOLUME: 6, ISSUE: 2
AUTHORS: Santana, Vinicius V.; Gama, Marlon S.; Loureiro, Jose M.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Tavares, Frederico W.; Barreto, Amaro G.; Nogueira, Idelfonso B. R.;
PUBLISHED: 2022, SOURCE: CHEMENGINEERING, VOLUME: 6, ISSUE: 2
24
TITLE: Using scientific machine learning to develop universal differential equation for multicomponent adsorption separation systems Full Text
AUTHORS: Nogueira, Idelfonso B. R.; Santana, Vinicius V.; Ribeiro, Ana M. ; Rodrigues, Alirio E.;
PUBLISHED: 2022, SOURCE: CANADIAN JOURNAL OF CHEMICAL ENGINEERING, VOLUME: 100, ISSUE: 9
AUTHORS: Nogueira, Idelfonso B. R.; Santana, Vinicius V.; Ribeiro, Ana M. ; Rodrigues, Alirio E.;
PUBLISHED: 2022, SOURCE: CANADIAN JOURNAL OF CHEMICAL ENGINEERING, VOLUME: 100, ISSUE: 9
25
TITLE: A new Takagi-Sugeno-Kang model-based stabilizing explicit MPC formulation: An experimental case study with implementation embedded in a PLC Full Text
AUTHORS: Mendes, Teofilo P. G.; Schnitman, Leizer; Nogueira, Idelfonso Bessa dos Reis; Ribeiro, Ana Mafalda Almeida Peixoto ; Rodrigues, Alirio Egidio; Loureiro, Jose Miguel; Alice Santos-Silva;
PUBLISHED: 2022, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 210
AUTHORS: Mendes, Teofilo P. G.; Schnitman, Leizer; Nogueira, Idelfonso Bessa dos Reis; Ribeiro, Ana Mafalda Almeida Peixoto ; Rodrigues, Alirio Egidio; Loureiro, Jose Miguel; Alice Santos-Silva;
PUBLISHED: 2022, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 210
26
TITLE: A novel optimization approach for material screening in the adsorption process separation context based on rigorous models: Separation of a mixture of N-2 and CO2 in a Pressure Swing Adsorption Unit as a case study
AUTHORS: Nogueira, Idelfonso B. R.; Dias, Rafael O. M.; Loureiro, Jose M.; Rodrigues, Alirio E.; Ferreira, Alexandre ; Ribeiro, Ana M. ;
PUBLISHED: 2022, SOURCE: 10th Vienna International Conference on Mathematical Modelling (MATHMOD) in IFAC PAPERSONLINE, VOLUME: 55, ISSUE: 20
AUTHORS: Nogueira, Idelfonso B. R.; Dias, Rafael O. M.; Loureiro, Jose M.; Rodrigues, Alirio E.; Ferreira, Alexandre ; Ribeiro, Ana M. ;
PUBLISHED: 2022, SOURCE: 10th Vienna International Conference on Mathematical Modelling (MATHMOD) in IFAC PAPERSONLINE, VOLUME: 55, ISSUE: 20
27
TITLE: A Robust Learning Methodology for Uncertainty-Aware Scientific Machine Learning Models
AUTHORS: Erbet Almeida Costa; Carine de Menezes Rebello; Márcio Fontana; Leizer Schnitman; Idelfonso Bessa dos Reis Nogueira;
PUBLISHED: 2022, SOURCE: Mathematics, VOLUME: 11, ISSUE: 1
AUTHORS: Erbet Almeida Costa; Carine de Menezes Rebello; Márcio Fontana; Leizer Schnitman; Idelfonso Bessa dos Reis Nogueira;
PUBLISHED: 2022, SOURCE: Mathematics, VOLUME: 11, ISSUE: 1
