Fig. 12: Meta-heuristic optimization metasurface design methods. | npj Nanophotonics

Fig. 12: Meta-heuristic optimization metasurface design methods.

From: From performance to structure: a comprehensive survey of advanced metasurface design for next-generation imaging

Fig. 12: Meta-heuristic optimization metasurface design methods.The alternative text for this image may have been generated using AI.

a Large-scale parametrized metasurface design using adjoint optimization327. b Inverse design of metasurfaces with genetic algorithms334. c Optimal high-efficiency 3D plasmonic metasurface elements revealed by lazy ants338. d Flexible metasurface for microwave-infrared compatible camouflage via particle swarm optimization340. e Hybrid optimization methods integrating the adjoint method with machine learning techniques332. f Metasurface design via a greedy algorithm empowered by a self-organizing map neural network345.

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