2 papers
cs.LG2026
Open datasets and machine learning for two-phase heat transfer: a review following a spatial-temporal taxonomy
Christy Dunlap, Ridwan Olabiyi, Firas Al-Hindawi +9
Two-phase heat transfer underpins boiling, condensation, immersion cooling, flow boiling, energy conversion, and electronics thermal management, but its coupled interfacial physics…
eess.IV2024
BubbleID: A Deep Learning Framework for Bubble Interface Dynamics Analysis
Christy Dunlap, Changgen Li, Hari Pandey +2
This paper presents BubbleID, a sophisticated deep learning architecture designed to comprehensively identify both static and dynamic attributes of bubbles within sequences of boil…