Marcio Vinicius Santana Dantas
AuthID: R-00J-Q2N
1
TITLE: PUFFIN: A path-unifying feed-forward interfaced network for vapor pressure prediction Full Text
AUTHORS: Santana, Vinicius Viena; Rebello, Carine Menezes; Queiroz, Luana P.; Ribeiro, Ana Mafalda ; Shardt, Nadia; Nogueira, Idelfonso B. R.;
PUBLISHED: 2024, SOURCE: CHEMICAL ENGINEERING SCIENCE, VOLUME: 286
AUTHORS: Santana, Vinicius Viena; Rebello, Carine Menezes; Queiroz, Luana P.; Ribeiro, Ana Mafalda ; Shardt, Nadia; Nogueira, Idelfonso B. R.;
PUBLISHED: 2024, SOURCE: CHEMICAL ENGINEERING SCIENCE, VOLUME: 286
2
TITLE: Novel Framework for Simulated Moving Bed Reactor Optimization Based on Deep Neural Network Models and Metaheuristic Optimizers: An Approach with Optimality Guarantee
AUTHORS: Santana, Vinicius V.; Martins, Marcio A. F.; Loureiro, Jose M.; Ribeiro, Ana M. ; Queiroz, Luana P.; Rebello, Carine M.; Rodrigues, Alirio E.; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: ACS OMEGA, VOLUME: 8, ISSUE: 7
AUTHORS: Santana, Vinicius V.; Martins, Marcio A. F.; Loureiro, Jose M.; Ribeiro, Ana M. ; Queiroz, Luana P.; Rebello, Carine M.; Rodrigues, Alirio E.; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: ACS OMEGA, VOLUME: 8, ISSUE: 7
3
TITLE: Generating Flavor Molecules Using Scientific Machine Learning
AUTHORS: Queiroz, Luana P.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Bruno C. L.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: ACS OMEGA, VOLUME: 8, ISSUE: 12
AUTHORS: Queiroz, Luana P.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Bruno C. L.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: ACS OMEGA, VOLUME: 8, ISSUE: 12
4
TITLE: A Reinforcement Learning Framework to Discover Natural Flavor Molecules
AUTHORS: Queiroz, Luana P.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Bruno C. L.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: FOODS, VOLUME: 12, ISSUE: 6
AUTHORS: Queiroz, Luana P.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Bruno C. L.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: FOODS, VOLUME: 12, ISSUE: 6
5
TITLE: Transfer Learning Approach to Develop Natural Molecules with Specific Flavor Requirements Full Text
AUTHORS: Queiroz, Luana P.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Bruno C. L.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, VOLUME: 62, ISSUE: 23
AUTHORS: Queiroz, Luana P.; Rebello, Carine M.; Costa, Erbet A.; Santana, Vinicius V.; Rodrigues, Bruno C. L.; Rodrigues, Alirio E.; Ribeiro, Ana M. ; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, VOLUME: 62, ISSUE: 23
6
TITLE: Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach Full Text
AUTHORS: Santana, Vinicius V.; Costa, Erbet; Rebello, Carine M.; Ribeiro, Ana Mafalda ; Rackauckas, Christopher; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: CHEMICAL ENGINEERING SCIENCE, VOLUME: 282
AUTHORS: Santana, Vinicius V.; Costa, Erbet; Rebello, Carine M.; Ribeiro, Ana Mafalda ; Rackauckas, Christopher; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: CHEMICAL ENGINEERING SCIENCE, VOLUME: 282
7
TITLE: Strategies for Simulated Moving Bed Model Parameter Estimation Based on Minimal System Minimal Knowledge: Adsorption Isotherm Equation Screening and Estimability Analysis Full Text
AUTHORS: Santos, Rodrigo V. A.; Rebello, Carine; Prudente, Anderson; Santana, Vinicius V.; Ferreira, Alexandre F. P. ; Ribeiro, Ana M. ; Pontes, Karen V.; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, VOLUME: 62, ISSUE: 41
AUTHORS: Santos, Rodrigo V. A.; Rebello, Carine; Prudente, Anderson; Santana, Vinicius V.; Ferreira, Alexandre F. P. ; Ribeiro, Ana M. ; Pontes, Karen V.; Nogueira, Idelfonso B. R.;
PUBLISHED: 2023, SOURCE: INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, VOLUME: 62, ISSUE: 41
8
TITLE: A parallel hybrid model for integrating protein adsorption models with deep neural networks Full Text
AUTHORS: Gama, Marlon de Souza; Lima, Fernando Arrais Romero Dias; Santana, Vinicius Viena; Nogueira, Idelfonso Bessa dos Reis; Tavares, Frederico Wanderley; Barreto Junior, Amaro Gomes;
PUBLISHED: 2023, SOURCE: ADSORPTION-JOURNAL OF THE INTERNATIONAL ADSORPTION SOCIETY
AUTHORS: Gama, Marlon de Souza; Lima, Fernando Arrais Romero Dias; Santana, Vinicius Viena; Nogueira, Idelfonso Bessa dos Reis; Tavares, Frederico Wanderley; Barreto Junior, Amaro Gomes;
PUBLISHED: 2023, SOURCE: ADSORPTION-JOURNAL OF THE INTERNATIONAL ADSORPTION SOCIETY
INDEXED IN: 
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Scopus WOS9
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
10
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
