2021–2026 博士研究：大语言模型和数字孪生的工业自动化应用。
德国斯图加特大学——自动化与软件工程研究所
作者成果主页：https://yuchenxia.com
Google学术个人主页：https://scholar.google.com/citations?user=hi1srxkAAAAJ
论文引用：Yuchen, Xia. (2026). Integrating Large Language Model Agents with Digital Twins for Industrial Autonomous Systems. PhD Dissertation, University of Stuttgart.
00:00 开场 – Introduction
00:19 问题抽象 – Problem Abstraction
02:48 技术回顾与研究贡献 – Review & Research Contributions
06:32 泛化核心方法 – Generalizable Methodology
10:05 应用：规划 – Application: Planning
14:05 应用：控制 – Application: Control
17:45 应用：语义互操作 – Application: Semantic Interoperability
21:42 应用：过程参数仿真 – Application: Process Parameter Simulation
23:19 评估总览 – Selected Evaluation
25:42 总结 – Conclusion
% BibTex Citation:
@phdthesis{Xia2026,
author = {Yuchen Xia},
city = {Stuttgart, Germany},
doi = {https://doi.org/10.18419/opus-18222},
isbn = {978-3-8191-0712-2},
school = {Institute of Industrial Automation and Software Engineering (IAS), University of Stuttgart},
title = {Integrating Large Language Model Agents with Digital Twins for Industrial Autonomous Systems},
url = {https://elib.uni-stuttgart.de/items/6608ff2a-5e4c-43bf-876a-6500279ccc44},
year = {2026}
}
