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- In Copyright (14)
- Creative Commons BY-NC Attribution-NonCommercial 4.0 International (3)
- Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (1)
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39 records found.
Estimating the S-N Curve by Machine Learning Random Forest Method
- Journal article
- Creator
-
Nobuo Nagashima (author) (Search by this author)National Institute for Materials Science
;
Masao Hayakawa (author) (Search by this author)National Institute for Materials Science
;
Hiroyuki Masuda (author) (Search by this author)National Institute for Materials Science
;
Kotobu Nagai (author) (Search by this author)National Institute for Materials Science - Keyword
- fatigue, high-cycle fatigue, data-sheet, machine learning, random forest method
- Date published
- 2024-04-01
- Updated at
- 2024-12-27 16:30:58 +0900
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
- Journal article
- Creator
-
;Qianli Si (author) (Search by this author)National Institute for Materials ScienceShoichi Matsuda (author) (Search by this author)National Institute for Materials Science
;
;Yasunobu Ando (author) (Search by this author);Toshiyuki Momma (author) (Search by this author)Yoshitaka Tateyama (author) (Search by this author)National Institute for Materials Science
- Keyword
- lithium metal battery, machine learning
- Date published
- 2025-05-05
- Updated at
- 2025-09-09 12:30:20 +0900
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
- Journal article
- Creator
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Daisuke Ogawa (author) (Search by this author)National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Jun Uzuhashi (author) (Search by this author)National Institute for Materials Science
;
Yuta Sasaki (author) (Search by this author)National Institute for Materials Science
;
;Masato Kotsugi (author) (Search by this author)Yukiko K. Takahashi (author) (Search by this author)National Institute for Materials Science
- Keyword
- heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
- Date published
- 2025-06-23
- Updated at
- 2025-07-11 08:30:48 +0900
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- Journal article
- Creator
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;Hiroto Arima (author) (Search by this author)National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST);Yuichiro Yamashita (author) (Search by this author)Takashi Yagi (author) (Search by this author)
- Keyword
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- Date published
- 2025-12-31
- Updated at
- 2025-07-16 16:14:58 +0900
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
- Journal article
- Creator
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Chiaki Yoshikawa (author) (Search by this author)National Institute for Materials Science
;
;Duc Anh Nguyen (author) (Search by this author);Tadashi Nakaji-Hirabayashi (author) (Search by this author);Ichigaku Takigawa (author) (Search by this author)Hiroshi Mamitsuka (author) (Search by this author)
- Keyword
- cellulose nanofiber, concentrated polymer brush, hMSC, self-assembly, machine learning
- Date published
- 2024-04-08
- Updated at
- 2024-08-27 08:30:31 +0900
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
- Journal article
- Creator
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;Ayu Fujiwara (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology;Sunao Nakanowatari (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology;Yohei Cho (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and TechnologyToshiaki Taniike (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
- Keyword
- Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
- Date published
- 2025-12-31
- Updated at
- 2025-07-16 16:17:04 +0900
Machine-Learning-Driven Discovery of Mn4+-Doped Red-Emitting Fluorides with Short Excited-State Lifetime and High Efficiency for Mini Light-Emitting Diode Displays
- Journal article
- Creator
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Hong Ming (author) (Search by this author)
https://orcid.org/0000-0003-0118-1897
(unauthenticated)
;
;Yayun Zhou (author) (Search by this author)Maxim S. Molokeev (author) (Search by this author)
https://orcid.org/0000-0002-8297-0945
(unauthenticated)
;
;Chuang Zhang (author) (Search by this author);Lin Huang (author) (Search by this author);Yuanjing Wang (author) (Search by this author)Hong-Tao Sun (author) (Search by this author)
;
Enhai Song (author) (Search by this author)
https://orcid.org/0000-0003-1666-0532
(unauthenticated)
;
Qinyuan Zhang (author) (Search by this author)
https://orcid.org/0000-0001-6544-4735
(unauthenticated)
- Keyword
- luminescent materials, machine learning
- Date published
- 2024-05-06
- Updated at
- 2025-04-03 08:30:20 +0900
機械学習高速自動スペクトル解析ソフト“EMPeaks”について
- Journal article
- Creator
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永村 直佳 (author) (Search by this author)National Institute for Materials Science
;
安藤 康伸 (author) (Search by this author)
- Keyword
- spectroscopy, peak fitting, data analysis, machine learning
- Date published
- 2024-10-10
- Updated at
- 2025-01-10 16:31:04 +0900
Semi-automatic staging area for high-quality structured data extraction from scientific literature
- Journal article
- Creator
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Luca Foppiano (author) (Search by this author)National Institute for Materials Science
;
Tomoya Mato (author) (Search by this author)National Institute for Materials Science
;
Kensei Terashima (author) (Search by this author)National Institute for Materials Science
;
;Pedro Ortiz Suarez (author) (Search by this author);Taku Tou (author) (Search by this author)Chikako Sakai (author) (Search by this author)
;
Wei-Sheng Wang (author) (Search by this author)
https://orcid.org/0009-0001-3572-5736
(unauthenticated)
National Institute for Materials Science
;
;Toshiyuki Amagasa (author) (Search by this author)Yoshihiko Takano (author) (Search by this author)National Institute for Materials Science
;
Masashi Ishii (author) (Search by this author)National Institute for Materials Science
- Keyword
- materials informatics, superconductors, machine learning, database, tdm
- Date published
- 2023-12-31
- Updated at
- 2024-07-11 16:30:24 +0900
Machine Learning—Guided Design of Biomass‐Based Porous Carbon for Aqueous Symmetric Supercapacitors
- Journal article
- Creator
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Manickam Minakshi (author) (Search by this author)
https://orcid.org/0000-0001-6558-8317
(unauthenticated)
;
;Apsana Sharma (author) (Search by this author);Ferdous Sohel (author) (Search by this author)Almantas Pivrikas (author) (Search by this author)
https://orcid.org/0000-0002-7713-2154
(unauthenticated)
;
Pragati A. Shinde (author) (Search by this author)
https://orcid.org/0000-0003-1730-2374
(unauthenticated)
;
Katsuhiko Ariga (author) (Search by this author)
;
Lok Kumar Shrestha (author) (Search by this author)
- Keyword
- biomass, carbon, dopant, energy, machine learning, storage
- Date published
- 2025-10-09
- Updated at
- 2025-10-21 16:06:10 +0900