Art

J-GLOBAL ID：202002280096387258   Reference number：20A0247732

Recurrent Neural Network for Predicting Dielectric Mirror Reflectivity

誘電体ミラー反射率を予測するためのリカレントニューラルネットワーク

Author (6)： Ohkubo Tomomasa (Tokyo University of Technology) ,  Matsunaga Ei-ichi (Tokyo University of Technology) ,  Kawanaka Junji (Institute of Laser Engineering, Osaka University) ,  Jitsuno Takahisa (Institute of Laser Engineering, Osaka University) ,  Motokoshi Shinji (Institute for Laser Technology) ,  Yoshida Kunio (Institute of Laser Engineering, Osaka University)
Material： Journal of Advanced Computational Intelligence and Intelligent Informatics  (J Adv Comput Intell Intell Inform)
Volume： 23  Issue： 6  Page： 1012-1018(J-STAGE)  Publication year： 2019 
JST Material Number： F1398A  ISSN： 1343-0130  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *dielectrics ,  mirror ,  *reflectivity ,  *forecast ,  neural network(network) ,  optical element ,  specialist ,  neural network(biomodel) ,  learning ,  machine learning ,  multilayer film ,  error(measure) ,  histogram
Semi thesaurus term： expert ,  *mirror ,  recurrent neural network ,  error of mean square

Author keywords (3)： recurrent neural network ,  dielectric mirror ,  optical design

JST classification (2)： Artificial intelligence  (JE08000Z) ,  Other optical devices  (BD06060O)

Reference (14)：

• [1] P. Baumeister, “Design of Multilayer Filters by Successive Approximations,” J. of the Optical Society of America, Vol.48, Issue 12, pp. 955-958, 1958.
• [2] R. Szipőcs and A. Kőházi-Kis, “Theory and design of chirped dielectric laser mirrors,” Applied Physics B, Vol.65, Issue 2, pp. 115-135, 1997.
• [3] Y. Fujimoto et al., “Development on ultra-broadband high intense laser propagation optics for exa-watt laser,” ICUIL, 2012.
• [4] Y. Gal and Z. Ghahramani, “A theoretically grounded application of dropout in recurrent neural networks,” Proc. of the 30th Int. Conf. on Neural Information Processing Systems (NIPS’16), pp. 1027-1035, 2016.
• [5] S. Holmes and P. Kraatz, “Investigation of Pulsed CO Laser Damage in Coated Metal Mirrors and Dielectric-Coated Windows,” A. J. Glass and A. H. Guenter (Eds.), “Laser Induced Damage in Optical Materials: 1973,” pp. 138-150, U.S. Department of Commerce and National Bureau of Standards, 1973.

Terms in the title (5)： 誘電体 ,  ミラー ,  反射率 ,  予測 ,  リカレントニューラルネットワーク