Shiyu Li

Research on International Politics Combining Coverage Set Theory With Artificial Intelligence

International conflicts in the post-Cold War era are characterized by multi-dimensional coupling and rapid evolution, and it is difficult for traditional models to capture their high-order nonlinear mechanisms. This paper proposes a dual-loop dynamic modeling framework that integrates Transformer and graph neural netwo...