Based on the prompt "pool.mp4" and the request to "put together a solid paper," the search results suggest a strong connection to , according to a recent Feb 2026 study. The video likely demonstrates the 3D modelling of bubble dynamics or the experimental setup described in that paper.

Discuss previous work on nucleate pool boiling, referencing Chun & Kang.

Highlight the difficulty in measuring instantaneous heat flux in real-time.

Solid Paper Structure: Machine Learning-Based Pool Boiling Analysis

Propose a 3D Convolutional Neural Network (3D CNN) to extract spatial-temporal features. 4. Training & Evaluation