Neural-Parameterized Cellular Automata for Wildfire Spread

Maksym Zhenirovskyy, Ion Matei, Rohit Vuppala +2

Traditional wildfire models rely on rigid, low-dimensional parameters and static fuel maps, frequently underpredicting fire spread. To address this weakness, we introduce a hybrid…