The invention relates to the technical field of electromagnetic scattering, in particular to an electromagnetic scattering characteristic prediction method and device, equipment and a storage medium. The invention discloses an electromagnetic scattering characteristic prediction method, and the method comprises the steps: carrying out the joint construction of a target structure parameter, a material electromagnetic parameter, and an
incident wave parameter according to a preset mapping function, so as to obtain a joint output vector; performing
simulation processing on the joint output vector according to a
simulation method; training a preset incremental
network model according to the
simulation result and the simulation
data set to obtain an updated main
network model; acquiring real-
time structure scene parameters, and predicting the real-
time structure scene parameters according to the updated main
network model to obtain electromagnetic scattering characteristics; comprehensive parameters are obtained, multi-
source data are fused, a training
data set is generated through simulation, an incremental network model is dynamically optimized, conventional recognition and new parameter
adaptation are considered, the main network is updated, the electromagnetic scattering characteristics are predicted in real time, efficient support is provided for
engineering such as
radar detection, and the research and development quality and efficiency are improved.