Applications of machine learning methods for photonics and non-Hermitian physics

The recent advances in machine learning and related techniques have arisen their application in different areas. In physics, especially in photonics, Machine learning learns from the dataset and provide an accurate description of mapping between different physical variables. Therefore, they are qui...

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Chi tiết về thư mục
Tác giả chính: Zhu, Changyan
Tác giả khác: Chong Yidong
Định dạng: Thesis-Doctor of Philosophy
Ngôn ngữ:English
Được phát hành: Nanyang Technological University 2024
Những chủ đề:
Truy cập trực tuyến:https://hdl.handle.net/10356/173955