Marcio Vinicius Santana Dantas
AuthID: R-00J-Q2N
11
TITLE: Machine Learning-Based Dynamic Modeling for Process Engineering Applications: A Guideline for Simulation and Prediction from Perceptron to Deep Learning
AUTHORS: Rebello, Carine M.; Marrocos, Paulo H.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R. ;
PUBLISHED: 2022, SOURCE: PROCESSES, VOLUME: 10, ISSUE: 2
AUTHORS: Rebello, Carine M.; Marrocos, Paulo H.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R. ;
PUBLISHED: 2022, SOURCE: PROCESSES, VOLUME: 10, ISSUE: 2
12
TITLE: A novel nested loop optimization problem based on deep neural networks and feasible operation regions definition for simultaneous material screening and process optimization Full Text
AUTHORS: Nogueira, Idelfonso B. R. ; Dias, Rafael O. M.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Alirio E.; Ferreira, Alexandre ; Ribeiro, Ana M. ;
PUBLISHED: 2022, SOURCE: CHEMICAL ENGINEERING RESEARCH & DESIGN, VOLUME: 180
AUTHORS: Nogueira, Idelfonso B. R. ; Dias, Rafael O. M.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Alirio E.; Ferreira, Alexandre ; Ribeiro, Ana M. ;
PUBLISHED: 2022, SOURCE: CHEMICAL ENGINEERING RESEARCH & DESIGN, VOLUME: 180
13
TITLE: Mapping Uncertainties of Soft-Sensors Based on Deep Feedforward Neural Networks through a Novel Monte Carlo Uncertainties Training Process
AUTHORS: Costa, Erbet A.; Rebello, Carine M.; Santana, Vinicius V.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Schnitman, Leizer; Nogueira, Idelfonso B. R. ;
PUBLISHED: 2022, SOURCE: PROCESSES, VOLUME: 10, ISSUE: 2
AUTHORS: Costa, Erbet A.; Rebello, Carine M.; Santana, Vinicius V.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Schnitman, Leizer; Nogueira, Idelfonso B. R. ;
PUBLISHED: 2022, SOURCE: PROCESSES, VOLUME: 10, ISSUE: 2
14
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
15
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
16
TITLE: Optimal fragrances formulation using a deep learning neural network architecture: A novel systematic approach Full Text
AUTHORS: Santana, VV; Martins, MAF; Loureiro, JM; Ribeiro, AM ; Rodrigues, AE; Nogueira, IBR ;
PUBLISHED: 2021, SOURCE: COMPUTERS & CHEMICAL ENGINEERING, VOLUME: 150
AUTHORS: Santana, VV; Martins, MAF; Loureiro, JM; Ribeiro, AM ; Rodrigues, AE; Nogueira, IBR ;
PUBLISHED: 2021, SOURCE: COMPUTERS & CHEMICAL ENGINEERING, VOLUME: 150
17
TITLE: Adsorption material composition and process optimization, a systematical approach based on Deep Learning
AUTHORS: Regufe, MJ; Santana, VV; Martins, MM; Ferreira, AFP ; Loureiro, JM; Rodrigues, AE; Ribeiro, AM ; Nogueira, IBR ;
PUBLISHED: 2021, SOURCE: 16th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM) in IFAC PAPERSONLINE, VOLUME: 54, ISSUE: 3
AUTHORS: Regufe, MJ; Santana, VV; Martins, MM; Ferreira, AFP ; Loureiro, JM; Rodrigues, AE; Ribeiro, AM ; Nogueira, IBR ;
PUBLISHED: 2021, SOURCE: 16th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM) in IFAC PAPERSONLINE, VOLUME: 54, ISSUE: 3
