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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Bibliografske podrobnosti
Glavni avtor: Zhu, Changyan
Drugi avtorji: Chong Yidong
Format: Thesis-Doctor of Philosophy
Jezik:English
Izdano: Nanyang Technological University 2024
Teme:
Online dostop:https://hdl.handle.net/10356/173955