講演情報
[15a-K505-8]Transfer Learning for Optimizing Topological Z-bending Waveguide
〇(M1)QIANSHUO WANG1, Liyan Hu1, Xing-Xiang Wang1, Sho Okada2, Xiao Hu3, Tomohiro Amemiya1 (1.Institute of Science Tokyo, 2.National Institute of Information and Communications Technology, 3.Shanghai University)
キーワード：
photonic crystal waveguides
Transfer learning was performed to optimize topological z-bending waveguides. Initial 2D datasets were used to train a convolutional neural network, followed by transfer learning for 3D structures, achieving enhanced propagation efficiency and structural adaptability.