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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Bibliografiske detaljer
Hovedforfatter: Zhu, Changyan
Andre forfattere: Chong Yidong
Format: Thesis-Doctor of Philosophy
Sprog:English
Udgivet: Nanyang Technological University 2024
Fag:
Online adgang:https://hdl.handle.net/10356/173955