2 citations · 3 across the 4 of their papers we have counts for
4 papers
Towards Ethical AI in Power Electronics: How Engineering Practice and Roles Must Adapt
Fanfan Lin, Peter Wilson, Xinze Li +1
Artificial intelligence (AI) is rapidly transforming power electronics, with AI-related publications in IEEE Power Electronics Society selected journals increasing more than fourfo…
AI Explainability for Power Electronics: From a Lipschitz Continuity Perspective
Xinze Li, Fanfan Lin, Homer Alan Mantooth +1
Lifecycle management of power converters continues to thrive with emerging artificial intelligence (AI) solutions, yet AI mathematical explainability remains unexplored in power el…
Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design
Junhua Liu, Fanfan Lin, Xinze Li +2
LLM-based autonomous agents have recently shown strong capabilities in solving complex industrial design tasks. However, in domains aiming for carbon neutrality and high-performanc…
PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design
Fanfan Lin, Junhua Liu, Xinze Li +4
This paper proposes PE-GPT, a custom-tailored large language model uniquely adapted for power converter modulation design. By harnessing in-context learning and specialized tiered…