3 papers
cs.CY2026
Giving Mechanical Engineers Intelligent Tools: A Project-Based AI Education Curriculum in Thermal Engineering
Changgen Li, Han Hu, Christy Dunlap +2
Mechanical engineering (ME) requires a broad knowledge base across several disciplines. However, ME students often have insufficient training in electrical and computer engineering…
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…