A ML–LLM Framework for Interpretable Heat Transfer Prediction and Experiment-Oriented Knowledge Extraction in Microchannel Flow Boiling

Junjia Zou; Yi Chen; Ruiqi Xia; Xiaojie Lin; Yujian Gao; Long Huang

A ML–LLM Framework for Interpretable Heat Transfer Prediction and Experiment-Oriented Knowledge Extraction in Microchannel Flow Boiling

Junjia Zou
, Yi Chen
, Ruiqi Xia
, Xiaojie Lin
, Yujian Gao
, Long Huang

School of Intelligent Manufacturing Ecosystem

Xi'an Jiaotong-Liverpool University
Zhejiang University

Research output: Contribution to conference › Paper › peer-review

Original language	English
Publication status	Published - Jul 2026
Event	Herrick Conferences - Purdue University Duration: 12 Jul 2026 → …

Conference

Conference	Herrick Conferences
Period	12/07/26 → …

Cite this

@conference{1e520c1ad2c744f2a5a6410544c268b7,

title = "A ML{\textendash}LLM Framework for Interpretable Heat Transfer Prediction and Experiment-Oriented Knowledge Extraction in Microchannel Flow Boiling",

author = "Junjia Zou and Yi Chen and Ruiqi Xia and Xiaojie Lin and Yujian Gao and Long Huang",

year = "2026",

month = jul,

language = "English",

note = "Herrick Conferences ; Conference date: 12-07-2026",

}