By deeply analyzing the solving process of hydrodynamic-diffusion equations and graph neural networks, spatial and nonlinear information of the environmental field is embedded into the graph network.

An integral equation-based approach for the design of dual-band stacked metasurfaces that are invariant in 1-D is presented. The stacked metasurface will generate collimated beams at the desired ...