Generating the optimal structures for parameterized quantum circuits by a meta-trained graph variational autoencoder

Chuangtao Chen, Zhimin He1,∗ Shenggen Zheng3,† Yan Zhou, and Haozhen Situ School of Electronic and Information Engineering, Foshan University, Foshan 528000, China School of Mechatronic Engineering and Automation, Foshan University, Foshan 528000, China Peng Cheng Laboratory, Shenzhen 518055, China College of Mathematics and Informatics, South China Agricultural University, Guangzhou 510642, China