ned3-001: BubbleID

Dataset Description: Representative raw images, annotated images, and saved model weights for BubbleID, an open-source package for bubble identification, tracking, and analysis, and liquid-vapor interface dynamics analysis.
Citation: Dunlap, C. Li, H. Pandey, N. Le, and H. Hu, “BubbleID: A Deep Learning Framework for Bubble Interface Dynamics Analysis,” Journal of Applied Physics, 136, 014902 (2024). [link]
NED3 Internal ID: Boiling-69, 78, 91, 114
ned3-002: Boiling Hysteresis

Dataset Description: Multimodal signals during transient pool boiling tests on a flat copper surface and a Cu foam surface, covering temperature (thermocouple), acoustic (hydrophone), acoustic (microphone), acoustic emission hits (MISTRAS AE), and optical images (Phantom).
Citation: H. Pandey, C. Li, C. Dunlap, and H. Hu, “Unveiling Hysteresis of Transient Boiling: A Multimodal Perspective,” Appl. Therm. Eng., 262, 125259 (2025). [link]
NED3 Internal ID: Boiling-84, 85, 90, 91
ned3-003: Immersion Cooling Thermograph

Dataset Description: Infrared video recordings (FLIR) of two-phase immersion cooling of a medium-voltage MOSFET, varying working fluids (HFE 7100, water) and fan duty cycles.
Citation: H. Pandey, X. Du, E. Weems, S. Pierson, A. Al-Hmoud, Y. Zhao, and H. Hu, “Two-Phase Immersion Cooler for Medium-Voltage Silicon Carbide MOSFETs,” in 2024 IEEE ITherm Conference, May 2024, Denver, CO. [link]
NED3 Internal ID: IC-75 , 76, 77, …, 90