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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Autore principale: Zhu, Changyan
Altri autori: Chong Yidong
Natura: Thesis-Doctor of Philosophy
Lingua:English
Pubblicazione: Nanyang Technological University 2024
Soggetti:
Accesso online:https://hdl.handle.net/10356/173955