[HTML][HTML] Enhanced nucleate boiling of Novec 649 on thin metal foils via laser-induced periodic surface structures

M Zupančič, D Fontanarosa, M Može, M Bucci… - Applied Thermal …, 2024 - Elsevier
The low boiling temperature of dielectric fluids makes them suitable for satisfying the cooling
requirements of advanced high-energy-density devices commonly found in microelectronics …

Review of the current status and the potential of machine learning tools in boiling heat transfer

A Upadhyay, SK Hazra, A Assam… - Numerical Heat Transfer …, 2023 - Taylor & Francis
Boiling is a liquid-to-vapor phase change process that involves complex and high
dimensional processes spanning multiple length-and time-scales. Most correlations apply to …

Advances in the modeling of multiphase flows and their application in nuclear engineering—A review

M Wu, J Zhang, N Gui, Q Zou, X Yang, J Tu… - Experimental and …, 2024 - Springer
This paper mainly reviews the research progress on multiphase flow in nuclear engineering.
This paper is composed of three parts. The first part documents a literature statistical …

Nonintrusive identification of boiling regimes enabled by deep learning based on flow boiling acoustics

K Zhang, J Yang, C Huang, X Huai - International Journal of Heat and Mass …, 2025 - Elsevier
Monitoring two-phase cooling systems and identifying corresponding boiling regimes are
vital to avoid device failure owing to thermal runaway. Boiling acoustic characteristics can be …

Time in DNB experimental study on Cr coated zircaloy cladding

TA Moreira, KD Murray, ME Conner, Y Sung… - Applied Thermal …, 2024 - Elsevier
Abstract Since the Fukushima-Daiichi accident effort has been put in by the nuclear
community to develop Accident Tolerant Fuel (ATF) cladding materials to reduce the risk of …

Data-driven diagnostics of boiling heat transfer on flat heaters from non-intrusive visualization

VK Scariot, GM Hobold, AK da Silva - Applied Thermal Engineering, 2024 - Elsevier
Rankine-based power generation cycles require the use of boiling heat exchangers for
liquid–vapor phase change. However, operating boilers at too high heat fluxes can lead to …

Image-based quantification of pool boiling heat flux on varied heating surfaces: Enhancing prediction performance with automated machine learning

RC Comelli, AK da Silva - Applied Thermal Engineering, 2024 - Elsevier
The present study applied image-trained Convolutional Neural Networks (CNN) to quantify
the heat flux dissipated in a pool boiling experiment. In total, four heating surfaces were …

[HTML][HTML] Integrating machine learning and image processing for void fraction estimation in two-phase flow through corrugated channels

S Passoni, R Mereu, M Bucci - International Journal of Multiphase Flow, 2024 - Elsevier
There is a substantial amount of information embedded in images of two-phase flow
captured through high-speed video (HSV) or high-resolution photography. However …

Changes in boiling regime and heat transfer effectiveness during water droplet collision with a superheated wall

H Lee, A Cho, H Kim - International Journal of Heat and Mass Transfer, 2024 - Elsevier
We experimentally investigated changes in boiling regime and heat transfer effectiveness
when single droplets collided with superheated substrates at various initial temperatures …

A Temporal-Spatial Framework for Efficient Heat Flux Monitoring of Transient Boiling

C Dunlap, C Li, H Pandey, Y Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Two-phase cooling offers superior heat dissipation compared to conventional single-phase
cooling methods. Nevertheless, the occurrence of critical heat flux (CHF) during boiling …