PhysFire-WM: A Physics-Informed World Model for Emulating Fire Spread Dynamics

Nan Zhou, Huandong Wang, Jiahao Li +4

Fine-grained fire prediction plays a crucial role in emergency response. Infrared images and fire masks provide complementary thermal and boundary information, yet current methods…