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五十嵐康彦

Igarashi, Yasuhiko

システム情報系 , 准教授
Institute of Systems and Information Engineering , Associate Professor

https://www.cs.tsukuba.ac.jp/~igayasu1219/

オープンアクセス版の論文は「つくばリポジトリ」で読むことができます。

1. A Seafloor Pressure Sensor Effectiveness Evaluation in a Tsunami Height Estimation Model Using Gaussian Process Regression with Automatic Relevance Determination Yutaro Iwabuchi; Toshitaka Baba; Takane Hori; Masato OkadaYasuhiko Igarashi
Journal of Disaster Research (2025)
2. Automated identification of the origin of energy loss in nonoriented electrical steel by feature extended Ginzburg–Landau free energy framework Taniwaki, Michiki; Nagaoka, Ryunosuke; Masuzawa, Ken; Sato, Shunsuke (+12 著者) Kotsugi, Masato
Scientific Reports 15: (2025)
3. Sparse coding-based multiframe superresolution for efficient synchrotron radiation microspectroscopy IGARASHI, Yasuhiko; Nagamura, Naoka; Sekine, Masahiro; Fukidome, Hirokazu (+1 著者) Okada, Masato
Discover Nano 20: 1 (2025)
4. Data-scientific validation of prediction models for the controlled syntheses of exfoliated nanosheets Kitamura, Yuka; Namiuchi, Yuki; Imai, Hiroaki; Igarashi, YasuhikoOaki, Yuya
NANOSCALE ADVANCES (2025)
5. Performance Prediction Models with Improved Accuracy and Generalizability for Organic Cathode Active Materials of Lithium-Ion Battery Yamamoto, Rika; IGARASHI, Yasuhiko; Imai, Hiroaki; Sakata, Taisei (+3 著者) Oaki, Yuya
BATTERIES & SUPERCAPS (2025)
6. Characterization of Transition to Detachment of Magnetic Confinement Plasmas via Data Driven Approach in LHD Isobe, Yugo; Yamada, Hiroshi; Yokoyama, Tatsuya; Kobayashi, Masahiro (+4 著者) Sakamoto, Ryuichi
PLASMA AND FUSION RESEARCH 20: (2025)
7. Confidence evaluation for feature selection in expanded feature space based on density of states Obinata, Koki; Igarashi, Yasuhiko; Nagata, Kenji; Sodeyama, KeitaroOkada, Masato
APL MACHINE LEARNING 3: (2025)
8. Extraction of physicochemical laws by symbolic regression using a Bayesian information criterion Yamane, Naoki; Hatakeyama-Sato, Kan; Iwasaki, Yuma; Igarashi, Yasuhiko
SCIENCE AND TECHNOLOGY OF ADVANCED MATERIALS-METHODS 4: (2024) Semantic Scholar
9. Application of a Hessian-Based Image-Processing Method for Enhanced Visualization of Nanoscale Rubber Cross-Linked Network Structures from Electron Microscopy Images Suzuki, Masato; Igarashi, Yasuhiko
ACS APPLIED NANO MATERIALS Epub: (2024) Semantic Scholar
10. 実験室の小規模データを使った機械学習によるプロセス最適化と物質探索緒明佑哉; 五十嵐, 康彦
Chemistry & education 72: 456 (2024)
11. Machine-learning-assisted prediction of the size of microgels prepared by aqueous precipitation polymerization Suzuki, Daisuke; Minato, Haruka; Sato, Yuji; Namioka, Ryuji (+2 著者) Oaki, Yuya
CHEMICAL COMMUNICATIONS Epub: (2024) Semantic Scholar
12. 小規模実験データを活用したマテリアルズインフォマティクス緒明佑哉; 五十嵐, 康彦
Journal of the Japanese Liquid Crystal Society. Ekisho 28: 226 (2024)
13. Autonomous search for half-metallic materials with B2 structure Yuma Iwasaki; Ryo Toyama; Takahiro Yamazaki; Yasuhiko Igarashi (+1 著者) Yuya Sakuraba
Science and Technology of Advanced Materials: Methods (2024) Semantic Scholar
14. 数理科学と機械学習による津波高即時予測と津波減災への展開五十嵐, 康彦
Trans. Japan SIAM 34: 202 (2024)
15. Appropriate Basis Selection Based on Bayesian Inference for Analyzing Measured Data Reflecting Photoelectron Wave Interference Yasuhiko Igarashi; Fabio Iesari; Hiroyuki Setoyama; Toshihiro Okajima (+2 著者) Masato Okada
Journal of the Physical Society of Japan 93: (2024) Semantic Scholar
16. Automated experiment and data generation by foundation models for synthesizing polyamic acid particles Kan Hatakeyama-Sato; Hiroki Ishikawa; Shinya Takaishi; Yasuhiko Igarashi (+1 著者) Teruaki Hayakawa
POLYMER JOURNAL Epub: (2024)
17. Efficient design and synthesis of an amorphous conjugated polymer network for a metal-free electrocatalyst of hydrogen evolution reaction Hamada, Wakana; Hishida, Mafumi; Sugiura, Ryuto; Tobita, Haruka (+2 著者) Oaki, Yuya
JOURNAL OF MATERIALS CHEMISTRY A 12: (2024) Semantic Scholar
18. Tsunami Height Estimation by Gaussian Process Regression Using Maximum Pressure Change and Arrival Time at Seafloor Sensors off the Kii Peninsula, Japan Yutaro Iwabuchi; Toshitaka Baba; Takane Hori; Masato OkadaYasuhiko Igarashi
(2024)
19. Prompt engineering of GPT-4 for chemical research: what can/cannot be done? Hatakeyama-Sato, Kan; Yamane, Naoki; Igarashi, Yasuhiko; Nabae, YutaHayakawa, Teruaki
Science and Technology of Advanced Materials: Methods 3: (2023) Semantic Scholar
20. Using GPT-4 in Parameter Selection of Materials Informatics: Improving Predictive Accuracy Amidst Data Scarcity and'Ugly Duckling'Dilemma Hatakeyama-Sato, Kan; Watanabe, Seigo; Yamane, Naoki; Igarashi, YasuhikoOyaizu, Kenichi
DIGITAL DISCOVERY 2: 1548 (2023) Semantic Scholar

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1. 第14節小規模データに適用可能なMIと材料開発への活用法緒明, 佑哉; 五十嵐, 康彦
2024年10月
2. 問14：スパースモデリングを用いたMI例とは－基礎／スパースモデリングによる説明変数の抽出／全状態探索法／－五十嵐,康彦 (担当:分担執筆, 範囲:マテリアルズ・インフォマティクスＱ＆Ａ集－解析実務と応用事例－)
2020年12月 (ISBN: 9784865022049)
3. 第Ⅱ編最新研究・開発事例（MI向けAI/DB技術）第1章スパースモデリングによる物質・材料設計のための基盤技術の構築五十嵐,康彦 (担当:分担執筆, 範囲:材料およびプロセス開発のためのインフォマティクスの基礎と研究開発最前線)
2020年8月 (ISBN: 9784904482841)