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Liquid-Liquid Dispersion Performance Prediction and Uncertainty Quantification Using Recurrent Neural Networks.
Liang F, Valdes JP, Cheng S, Kahouadji L, Shin S, Chergui J, Juric D, Arcucci R, Matar OK. Liang F, et al. Ind Eng Chem Res. 2024 Apr 22;63(17):7853-7875. doi: 10.1021/acs.iecr.4c00014. eCollection 2024 May 1. Ind Eng Chem Res. 2024. PMID: 38706982 Free PMC article.
We demonstrate the application of a recurrent neural network (RNN) to perform multistep and multivariate time-series performance predictions for stirred and static mixers as exemplars of complex multiphase systems. We employ two network architectures in this study, fitted …
We demonstrate the application of a recurrent neural network (RNN) to perform multistep and multivariate time-series performance predictions …
Compact and autonomous multiwavelength microanalyzer for in-line and in situ colorimetric determinations.
da Rocha ZM, Martinez-Cisneros CS, Seabra AC, Valdés F, Gongora-Rubio MR, Alonso-Chamarro J. da Rocha ZM, et al. Lab Chip. 2012 Jan 7;12(1):109-17. doi: 10.1039/c1lc20747d. Epub 2011 Nov 3. Lab Chip. 2012. PMID: 22048242 Free article.
In this work, a novel, compact and autonomous microanalyzer aimed at multiwavelength colorimetric determinations is presented. It integrates the microfluidics (a three-dimensional mixer and a 25 mm length "Z-shape" optical flow-cell), a highly versatile multiwavelength opt …
In this work, a novel, compact and autonomous microanalyzer aimed at multiwavelength colorimetric determinations is presented. It integrates …