Optimizing droplet coalescence dynamics in microchannels: A comprehensive study using response surface methodology and machine learning algorithms

Optimizing droplet coalescence dynamics in microchannels: A comprehensive study using response surface methodology and machine learning algorithms

Droplet coalescence in microchannels is a complex phenomenon influenced by various parameters such as droplet size, velocity, liquid surface tension, and droplet-droplet spacing. In this study, we thoroughly investigate the impact of these control parameters on droplet coalescence dynamics within a...

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Bibliographic Details
Main Authors: Seyed Morteza Javadpour, Erfan Kadivar, Zienab Heidary Zarneh, Ebrahim Kadivar, Mohammad Gheibi
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Heliyon
Subjects:
Coalescence
Droplet
Microchannel
Machine learning
Optimization
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402417541X
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