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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Detalles Bibliográficos
Autor Principal: Zhu, Changyan
Outros autores: Chong Yidong
Formato: Thesis-Doctor of Philosophy
Idioma:English
Publicado: Nanyang Technological University 2024
Subjects:
Acceso en liña:https://hdl.handle.net/10356/173955