反向
计算机科学
反问题
深度学习
人工智能
数学
几何学
数学分析
作者
Junjie Hou,Jing Jin,Hai Lin,Zixin Liu,Jiaping Fu,Feng Feng
标识
DOI:10.1109/nemo56117.2023.10202522
摘要
Inverse design has been an important method to the design of metasurface. Deep learning techniques have been applied to the inverse design of metasurface in recent work. This paper provides an overview of advances in deep learning techniques for inverse design of metasurface, including a target-driven deep learning inverse design technique, the fuzzy inverse design technique, the freeform inverse design technique and the machine-learning-assisted inverse design technique.
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