BubbleML Dataset

The BubbleML Dataset is a collection of physics-driven simulations that provides accurate ground truth information for various boiling scenarios, used to evaluate machine learning models in the context of phase change phenomena.

Papers using BubbleML Dataset (2)

Decrypting the temperature field in flow boiling with latent diffusion models2025BubbleML: A Multi-Physics Dataset and Benchmarks for Machine Learning2023 · 2 cites