Machine Learning for Physics Extraction and Surrogate Modeling of the Flow Boiling Phenomena

Flow boiling is important in industries such as power generation, air-conditioning, aerospace, defense, and thermal management. However, some of the fundamental dynamics of flow boiling are not well understood when analyzed using traditional approaches. Machine learning methods have shown potential in revealing fundamental behaviors in complex…