arxivcs.LGcs.AI2026-06-28
Neural Controlled Differential Equations for EMT-Level Surrogate Modeling of Grid-Forming Inverters
Jiagang Qu, Yong Tao, Dan Wang, Enyi Li, Jingjing Qi, Ding Wang
The application of artificial intelligence methods in power electronic converter modeling is becoming increasingly widespread, but existing applications still face many challenges, such as difficulties in multi-time-scale hybrid analysis and the lack of physics-aware evaluation c…