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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur: Zhu, Changyan
Awduron Eraill: Chong Yidong
Fformat: Thesis-Doctor of Philosophy
Iaith:English
Cyhoeddwyd: Nanyang Technological University 2024
Pynciau:
Mynediad Ar-lein:https://hdl.handle.net/10356/173955