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Journal Articles
- 2024
[j4]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)- 2021
- [j3]Vinícius V. Santana, Márcio A. F. Martins, José M. Loureiro, Ana M. Ribeiro, Alírio E. Rodrigues, Idelfonso B. R. Nogueira:
Optimal fragrances formulation using a deep learning neural network architecture: A novel systematic approach. Comput. Chem. Eng. 150: 107344 (2021) - 2020
- [j2]Vinícius Viena, Márcio A. F. Martins, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro, Idelfonso B. R. Nogueira:
Transient analysis of true/simulated moving bed reactors: A case study on the synthesis of n-Propyl propionate. Comput. Chem. Eng. 137: 106820 (2020) - 2019
- [j1]Idelfonso B. R. Nogueira, Márcio A. F. Martins, Reiner Requião, Amanda R. Oliveira, Vinícius Viena, Hannu Koivisto, Alírio E. Rodrigues, José M. Loureiro, Ana M. Ribeiro:
Optimization of a True Moving Bed unit and determination of its feasible operating region using a novel Sliding Particle Swarm Optimization. Comput. Ind. Eng. 135: 368-381 (2019)
Informal and Other Publications
- 2024
- [i5]Bruno C. L. Rodrigues, Vinícius V. Santana, Sandris Murins, Idelfonso B. R. Nogueira:
Molecule Generation and Optimization for Efficient Fragrance Creation. CoRR abs/2402.12134 (2024) - 2023
- [i4]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) - [i3]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) - 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
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