期刊
INTERNATIONAL WORKSHOP ON METAMATERIAL-BY-DESIGN
卷 963, 期 -, 页码 -出版社
IOP PUBLISHING LTD
DOI: 10.1088/1742-6596/963/1/012003
关键词
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资金
- European Union [675745]
- Senate of Berlin (IBB, ProFIT, FI-SEQUR) [10160385]
- European Fund for Regional Development (EFRE)
Optimizing free-from shapes of photonic nanostructures is a high-dimensional problem. We present a Bayesian optimization algorithm with a hyper-parameter learning routine. We apply the algorithm for optimizing the shape of a reflecting meta-surface. The algorithm exhibits efficient performance.
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