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2012 | 1 |
2024 | 1 |
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Liquid-Liquid Dispersion Performance Prediction and Uncertainty Quantification Using Recurrent Neural Networks.
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 …
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