2023 - 2026 Deployment of multidimensional analysis of field ion microscopy images based on deep learning for elemental imaging
2020 - 2023 Atomic-resolution three-dimensional imaging by field ion microscope with machine learning
2013 - 2015 自己スピン回転機能を有する電界放出型スピン偏極電子源の開発
2011 - 2014 ナノフォーカスX線源応用に向けた液体リチウム電子源の高輝度特性の実証化
2009 - 2012 マグネタイトウィスカーの作製とその応用
Papers (35):
Mizuki Yamada, Tadasuke Okazawa, Shigekazu Nagai, Koichi Hata. Identification of Crystalline Orientation of Tungsten Tips by Machine Learning Analysis of Field Ion Micrographs. E-JOURNAL OF SURFACE SCIENCE AND NANOTECHNOLOGY. 2022. 20. 20-24
岡澤正将, 山田瑞貴, 疇地悠雅, 中居秀斗, 永井滋一, 畑浩一. Automatic Extraction of Atomic Positions in Field Ion Microscope Images by Machine Learning. 応用物理学会春季学術講演会講演予稿集(CD-ROM). 2022. 69th
山田瑞貴, 岡澤正将, 永井滋一, 畑浩一. Machine learning based determination of crystal orientation in field ion micrograph. 日本表面真空学会学術講演会要旨集(Web). 2021. 2021. 3P12
打越伯, 桑畑裕一, 津田紘希, 永井滋一, 畑浩一. Preparation of Co/Pt pyramidal structure for spin-polarized electron emission from single atom. 応用物理学会春季学術講演会講演予稿集(CD-ROM). 2021. 68th. 1408-1408
山田瑞貴, 岡澤正将, 古川滉大, 永井滋一, 畑浩一. Machine learning based analysis of field ion micrograph obtained from W tip. 応用物理学会春季学術講演会講演予稿集(CD-ROM). 2021. 68th. 1346-1346
永井滋一, 鈴木勝成, 酒井瞭, 畑浩一. Evaluation of Cr/W(113) spin-polarized field emitter by field emission spectroscopy. 日本表面真空学会学術講演会要旨集(Web). 2020. 2020. 82