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ORCIDCarine M. Rebello
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- affiliation: NTNU Social Research, Trondheim, Norway
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2020 – today
- 2024
[j2]Bruno C. L. Rodrigues
, Vinícius V. Santana, Luana P. Queiroz, Carine M. Rebello, Idelfonso B. R. Nogueira:
Harnessing graph neural networks to craft fragrances based on consumer feedback. Comput. Chem. Eng. 185: 108674 (2024)- [j1]Erbet Almeida Costa, Carine Menezes Rebello, Leizer Schnitman, José Miguel Loureiro, Ana M. Ribeiro, Idelfonso B. R. Nogueira:
Adaptive digital twin for pressure swing adsorption systems: Integrating a novel feedback tracking system, online learning and uncertainty assessment for enhanced performance. Eng. Appl. Artif. Intell. 127(Part B): 107364 (2024) - 2023
- [i7]Vinícius V. Santana, Erbet Almeida Costa, Carine M. Rebello, Ana M. Ribeiro, Chris Rackauckas, Idelfonso B. R. Nogueira:
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach. CoRR abs/2303.13555 (2023) - [i6]Vinícius Viena Santana, Carine Menezes Rebello, Luana P. Queiroz, Ana Mafalda Almeida Peixoto Ribeiro, Nadia Shardt, Idelfonso B. R. Nogueira:
PUFFIN: A Path-Unifying Feed-Forward Interfaced Network for Vapor Pressure Prediction. CoRR abs/2307.02903 (2023) - [i5]Carine Menezes Rebello, Johannes Jäschke, Idelfonso B. R. Nogueira:
Digital Twin Framework for Optimal and Autonomous Decision-Making in Cyber-Physical Systems: Enhancing Reliability and Adaptability in the Oil and Gas Industry. CoRR abs/2311.12755 (2023) - [i4]Carine Menezes Rebello, Idelfonso B. R. Nogueira:
Optimizing CO2 Capture in Pressure Swing Adsorption Units: A Deep Neural Network Approach with Optimality Evaluation and Operating Maps for Decision-Making. CoRR abs/2312.03873 (2023) - 2022
- [i3]Erbet Costa Almeida, Carine de Menezes Rebello, Marcio Fontana, Leizer Schnitman, Idelfonso Bessa dos Reis Nogueira:
A Robust Learning Methodology for Uncertainty-aware Scientific Machine Learning models. CoRR abs/2209.01900 (2022) - [i2]Luana P. Queiroz, Carine M. Rebello, Erbet Almeida Costa, Vinícius V. Santana, Bruno C. L. Rodrigues, Alírio E. Rodrigues, Ana M. Ribeiro, Idelfonso B. R. Nogueira:
A new Reinforcement Learning framework to discover natural flavor molecules. CoRR abs/2209.05859 (2022) - [i1]Luana P. Queiroz, Carine M. Rebello, Erbet Almeida Costa, Vinícius V. Santana, Alírio E. Rodrigues, Ana M. Ribeiro, Idelfonso B. R. Nogueira:
A Robust Scientific Machine Learning for Optimization: A Novel Robustness Theorem. CoRR abs/2209.06642 (2022)
Coauthor Index
aka: Idelfonso Bessa dos Reis Nogueira
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