[1] ZHU T, ZHOU Y, LOU Y et al. Plasmonic computing of spatial differentiation[J]. Nature Communications, 8, 15391(2017).

[2] ZHOU Y, ZHENG H, KRAVCHENKO I I et al. Flat optics for image differentiation[J]. Nature Photonics, 14, 316-323(2020).

[3] LONG O Y, GUO C, WANG H et al. Isotropic topological second-order spatial differentiator operating in transmission mode[J]. Optics Letters, 46, 3247-3250(2021).

[4] SOL J, SMITH D R, HOUGNE P D. Meta-programmable analog differentiator[J]. Nature Communications, 13, 1713(2022).

[5] ZHU T, GUO C, HUANG J et al. Topological optical differentiator[J]. Nature Communications, 12, 680(2021).

[6] ZHU T, HUANG J, RUAN Z. Optical phase mining by adjustable spatial differentiator[J]. Advanced Photonics, 2, 016001(2020).

[7] ZANGENEH-NEJAD F, SOUNAS D L, ALÙ A et al. Analogue computing with metamaterials[J]. Nature Reviews Materials, 6, 207-225(2020).

[8] CHIZARI A, ABDOLLAHRAMEZANI S, JAMALI M V et al. Analog optical computing based on a dielectric meta-reflect array[J]. Optics Letters, 41, 3451-3454(2016).

[9] SILVA A, MONTICONE F, CASTALDI G et al. Performing mathematical operations with metamaterials[J]. Science, 343, 160-163(2014).

[10] CORDARO A, KWON H, SOUNAS D et al. High-Index Dielectric Metasurfaces Performing Mathematical Operations[J]. Nano Letter, 19, 8418-8423(2019).

[11] GUO C, XIAO M, MINKOV M et al. Photonic crystal slab Laplace operator for image differentiation[J]. Optica, 5, 251(2018).

[12] WANG Z, HU G, WANG X et al. Single-layer spatial analog meta-processor for imaging processing[J]. Nature Communications, 13, 2188(2022).

[13] ZHOU J, QIAN H, CHEN C F et al. Optical edge detection based on high-efficiency dielectric metasurface[J]. Proceedings of the National Academy of Sciences of the United States of America, 116, 11137-11140(2019).

[14] MOLESKY S, LIN Z, PIGGOTT A Y et al. Inverse design in nanophotonics[J]. Nature Photonics, 12, 659-670(2018).

[15] JENSEN J S, SIGMUND O. Topology optimization for nano-photonics[J]. Laser & Photonics Reviews, 5, 308-321(2011).

[16] CAI H, SRINIVASAN S, CZAPLEWSKI D A et al. Inverse design of metasurfaces with non-local interactions[J]. NPJ Computational Materials, 6, 116(2020).

[17] HONG Peng, HULONG Xiayu, ZHOU Zixin et al. Advances of inverse design in photonics (invited)[J]. Acta Photonica Sinica, 52, 0623001(2023).

[18] BONOD N, BIDAULT S, BURR G W et al. Evolutionary optimization of all‐dielectric magnetic nanoantennas[J]. Advanced Optical Materials, 7, 1900121(2019).

[19] EGOROV V, EITAN M, SCHEUER J. Genetically optimized all-dielectric metasurfaces[J]. Optics Express, 25, 2583-2593(2017).

[20] FEICHTNER T, SELIG O, KIUNKE M et al. Evolutionary optimization of optical antennas[J]. Physical Review Letters, 109, 127701(2012).

[21] JAFAR-ZANJANI S, INAMPUDI S, MOSALLAEI H. Adaptive genetic algorithm for optical metasurfaces design[J]. Scientific Reports, 8, 11040(2018).

[22] MANDAL A, CUI Y, MCRAE L et al. Reconfigurable chalcogenide phase change metamaterials: a material, device, and fabrication perspective[J]. Journal of Physics: Photonics, 3, 022005(2021).

[23] REN Y, ZHANG L, WANG W et al. Genetic-algorithm-based deep neural networks for highly efficient photonic device design[J]. Photonics Research, 9, 247-252(2021).

[24] SHASTRI K, MONTICONE F. Nonlocal flat optics[J]. Nature Photonics, 17, 36-47(2022).

[25] SHI X H, LIANG Y C, LEE H P et al. An improved GA and a novel PSO-GA-based hybrid algorithm[J]. Information Processing Letters, 93, 255-261(2005).