2 papers
physics.flu-dyn2025
Decrypting the temperature field in flow boiling with latent diffusion models
UngJin Na, JunYoung Seo, Taeil Kim +2
This paper presents an innovative method using Latent Diffusion Models (LDMs) to generate temperature fields from phase indicator maps. By leveraging the BubbleML dataset from nume…
physics.flu-dyn2023
Critical heat flux diagnosis using conditional generative adversarial networks
UngJin Na, Moonhee Choi, HangJin Jo
The critical heat flux (CHF) is an essential safety boundary in boiling heat transfer processes employed in high heat flux thermal-hydraulic systems. Identifying CHF is vital for p…