3 papers
cs.CY2025
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…
cs.AI2025
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…
eess.SY2025
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…