Designing metamaterials with quantum annealing and factorization machines

• Published in: Physical review research Vol. 2; no. 1; p. 013319
• Main Authors: Kitai, Koki, Guo, Jiang, Ju, Shenghong, Tanaka, Shu, Tsuda, Koji, Shiomi, Junichiro, Tamura, Ryo
• Format: Journal Article
• Language: English
• Published: American Physical Society 16.03.2020

Automated materials design with machine learning is increasingly common in recent years. Theoretically, it is characterized as black-box optimization in the space of candidate materials. Since the difficulty of this problem grows exponentially in the number of variables, designing complex materials...