Efficient multilayer coating design with elements of machine learning

2021 ◽  
Author(s):  
Michael K. Trubetskov
Keyword(s):  
Machine Learning ◽  
Multilayer Coating ◽  
Coating Design

XUV multilayer coating design for attosecond pulse compression

2006 ◽  
Author(s):  
Michele Suman ◽  
Fabio Frassetto ◽  
Piergiorgio Nicolosi ◽  
Maria-Guglielmina Pelizzo
Keyword(s):  
Pulse Compression ◽  
Multilayer Coating ◽  
Attosecond Pulse ◽  
Coating Design

Metal-Dielectric Multilayer Coating Design Achieving Broadband and High-Reflectance and 270° Phase Retardation

2010 ◽  
Vol 37 (12) ◽  
pp. 3133-3139
Author(s):  
李星 Li Xing ◽  
黄建兵 Huang Jianbing ◽  
魏朝阳 Wei Chaoyang ◽  
王胭脂 Wang Yanzhi
Keyword(s):  
Multilayer Coating ◽  
Phase Retardation ◽  
Coating Design ◽  
High Reflectance ◽  
Dielectric Multilayer

Mind wandering as data augmentation: How mental travel supports abstraction

2020 ◽  
Vol 43 ◽  
Author(s):  
Myrthe Faber
Keyword(s):  
Machine Learning ◽  
Data Augmentation ◽  
Mental Content ◽  
Mind Wandering ◽  
Theoretical Framework ◽  
Important Addition

Abstract Gilead et al. state that abstraction supports mental travel, and that mental travel critically relies on abstraction. I propose an important addition to this theoretical framework, namely that mental travel might also support abstraction. Specifically, I argue that spontaneous mental travel (mind wandering), much like data augmentation in machine learning, provides variability in mental content and context necessary for abstraction.

Data Mining and Machine Learning

2020 ◽  
Author(s):  
Mohammed J. Zaki ◽  
Wagner Meira, Jr
Keyword(s):  
Machine Learning ◽  
Data Mining

Mathematics for Machine Learning

2020 ◽  
Author(s):  
Marc Peter Deisenroth ◽  
A. Aldo Faisal ◽  
Cheng Soon Ong
Keyword(s):  
Machine Learning

Phase Transitions in Machine Learning

2009 ◽  
Author(s):  
Lorenza Saitta ◽  
Attilio Giordana ◽  
Antoine Cornuejols
Keyword(s):  
Machine Learning ◽  
Phase Transitions

Understanding Machine Learning

2009 ◽  
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Machine Learning
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