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Muliang Zhu, Mohammadreza Zandehshahvar, Yashar Kiarashinejad, Sajjad Abdollahramezani, Ali Adibi, "Predictions of nonlinear generation from dielectric metasurfaces using a convolutional neural network," Proc. SPIE PC12431, Photonic and Phononic Properties of Engineered Nanostructures XIII, PC1243119 (17 March 2023); https://doi.org/10.1117/12.2661614