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Data Application Unit, Materials Data Platform, Advanced Engineering and Services Division

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Article

2026
  1. Shunichi Yoneda, Ryo Murakami, Hiroshi Shinotsuka, Hideki Yoshikawa, Shigeo Tanuma, Hiromi Tanaka, Hayaru Shouno, Kenji Nagata. A data-driven surrogate model for X-ray photoelectron spectroscopy based on survey spectrum background features. Journal of Electron Spectroscopy and Related Phenomena. 286 147612-147612-14. 2026. Open Access
  2. Chihana Kudo, Masahiko Demura, Akihiro Endo, Kenji Nagata, Kyosuke Yoshimi. Statistical evaluation of phase fractions in a MoSiBTiC alloy by machine-learning-assisted segmentation of scanning electron microscopy images. Journal of Materials Research and Technology. 44 1373-1384. 2026. Open Access
  3. Kazuki Hammura, Kiyotaka Hitomi, Kenji Nagata, Masanobu Naito. Replica-exchange Bayesian mixture regression reveals cluster-dependent XRD descriptors of tensile modulus in recycled polypropylene. Science and Technology of Advanced Materials: Methods. 6 [1] 2662046-1-2662046-13. 2026. Open Access
  4. Hideyuki Yasufuku, Tsuyoshi Ohnishi, Shigenori Ueda, Yoshiyuki Yamashita, Hiroshi Shinotsuka, Hideki Yoshikawa, Shigeo Tanuma, Satoshi Kawada, Yoshitaka Matsushita. Hard x-ray photoelectron spectroscopy (HAXPES) Cr Kα and XPS Al K α measurements of bulk lithium metal. Surface Science Spectra. 33 [1] 014001-1-014001-10. 2026. Open Access
  5. Hitoshi Izuno, Masahiko Demura, Kenji Nagata, Daisuke Abe, Keisuke Torigata. Experimental demonstration of creep life improvement in welded joints through optimized welding conditions. Welding in the World. 70 [4] 1423-1439. 2026. Open Access

Book

Proceedings

Presentation

2026
  1. 小澤 圭右, 石黒 勝彦, Kaushalya Madhawa, Jun Jin Choong, 三好 利昇, 井尻 善久, 出村 雅彦, 源 聡, 小山 敏幸. 材料探索における LLM エージェントの利用検討. 2026年 第73回 応用物理学会 春季学術講演会. 2026.
  2. 高橋 有紀子, 田村 亮, 長尾 浩子, キューレッシュ ニキーター, 小川 大介, セペリ アミン ホセイン, 吉川 英樹, 佐々木 悠太, 葛西 伸哉, 松田 翔一. データ駆動によるFePtグラニュラー薄膜の最適化. 金属学会春季(第178回)講演大会. 2026. Invited
  3. 丸山 颯斗, 村上 諒, 篠塚 寛志, 永田 賢二, 吉川 英樹, 庄野 逸. 複数XPSスペクトルにおけるスペクトルごとのピーク強度変化を考慮した共通ピーク構造のベイズ推定. 情報処理学会 第88回全国大会. 2026.

Misc