2024

• 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
  Vitenskapelig artikkel
• 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
  Vitenskapelig artikkel
• de Menezes Rebello, Carine; Almeida Costa, Erbet; Fontana, Marcio; Schnitman, Leizer; B. R. Nogueira, Idelfonso. (2024) Interpretable Scientific Machine Learning Approach for Correcting Phenomenological Models: Methodology Validation on an ESP Prototype. Industrial & Engineering Chemistry Research
  Vitenskapelig artikkel
• 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
  Vitenskapelig artikkel
• 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)
  Vitenskapelig artikkel
• 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
  Vitenskapelig artikkel
• 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
  Vitenskapelig artikkel
• 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
  Vitenskapelig artikkel

2023

• 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
  Vitenskapelig artikkel
• 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)
  Vitenskapelig artikkel
• 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
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