The shape of things to come: Axisymmetric drop shape analysis using deep learning

In the traditional approach to Axisymmetric Drop Shape Analysis (ADSA), the determination of surface tension or interfacial tension is constrained by computational speed and image quality. By implementing a machine learning-based approach, particularly using a convolutional neural network (CNN), it...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Journal of colloid and interface science 2024-01, Vol.653, p.1188-1195
Hauptverfasser:	Hyer, Andres P., McMillin, Robert E., Ferri, James K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Axisymmetric drop shape analysis Convolution neural network Deep learning Interfacial tension Surface tension
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!