AI-assisted modeling of capillary-driven droplet dynamics

In this study, we present and assess data-driven approaches for modeling contact line dynamics, using droplet transport on chemically heterogeneous surfaces as a model system. Ground-truth data for training and validation are generated based on long-wave models that are applicable for slow droplet m...

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Bibliographic Details
Main Authors: Andreas D. Demou, Nikos Savva
Format: Article
Language:English
Published: Cambridge University Press 2023-01-01
Series:Data-Centric Engineering
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2632673623000199/type/journal_article

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