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Generating Flavor Molecules Using Scientific Machine Learning.
ACS Omega. 2023 Mar 15;8(12):10875-10887. doi: 10.1021/acsomega.2c07176. eCollection 2023 Mar 28.
ACS Omega. 2023.
PMID: 37008127
Free PMC article.
A Reinforcement Learning Framework to Discover Natural Flavor Molecules.
Queiroz LP, Rebello CM, Costa EA, Santana VV, Rodrigues BCL, Rodrigues AE, Ribeiro AM, Nogueira IBR.
Queiroz LP, et al. Among authors: santana vv.
Foods. 2023 Mar 8;12(6):1147. doi: 10.3390/foods12061147.
Foods. 2023.
PMID: 36981074
Free PMC article.
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A framework for predicting odor threshold values of perfumes by scientific machine learning and transfer learning.
Oliveira LMC, Santana VV, Rodrigues AE, Ribeiro AM, B R Nogueira I.
Oliveira LMC, et al. Among authors: santana vv.
Heliyon. 2023 Oct 10;9(10):e20813. doi: 10.1016/j.heliyon.2023.e20813. eCollection 2023 Oct.
Heliyon. 2023.
PMID: 37867888
Free PMC article.
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Novel Framework for Simulated Moving Bed Reactor Optimization Based on Deep Neural Network Models and Metaheuristic Optimizers: An Approach with Optimality Guarantee.
Santana VV, Martins MAF, Loureiro JM, Ribeiro AM, Queiroz LP, Rebello CM, Rodrigues AE, Nogueira IBR.
Santana VV, et al.
ACS Omega. 2023 Feb 7;8(7):6463-6475. doi: 10.1021/acsomega.2c06737. eCollection 2023 Feb 21.
ACS Omega. 2023.
PMID: 36844544
Free PMC article.
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