Prediction of drop size distribution and mean drop size in an L-shaped pulsed packed column using artificial neural network (ANN) model and semi-empirical correlation

Abstract This study proposes the use of artificial neural network (ANN) and semi-empirical models for predicting mean drop size and drop size distribution in an L-shaped pulsed packed extraction column under non-mass-transfer conditions, employing toluene-water (T/W) and n-butyl acetate-water (B/W)...

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Bibliographic Details
Main Authors: Ali Ravandeh, Sajad Khooshechin
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-10084-0
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