256 records found. Displaying records 1 to 10.
Machine learning approach for the prediction of electron inelastic mean free paths
- Journal article
- Creator
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;Xun Liu (author) (Search by this author)National Institute for Materials Science;Lihao Yang (author) (Search by this author);Zhufeng Hou (author) (Search by this author)Bo Da (author) (Search by this author)National Institute for Materials Science
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Kenji Nagata (author) (Search by this author)National Institute for Materials Science
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Hideki Yoshikawa (author) (Search by this author)National Institute for Materials Science
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Shigeo Tanuma (author) (Search by this author)National Institute for Materials Science
;
;Yang Sun (author) (Search by this author)Zejun Ding (author) (Search by this author) - Keyword
- machine learning, inelastic mean free path
- Date published
- 2021-03-24
- Updated at
- 2024-01-05 22:13:49 +0900
Machine Learning-Assisted Development of Platinum-Free RuNiCo Nanocages for Electrocatalytic Hydrogen Oxidation Reaction in Acidic Media
- Journal article
- Creator
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;Colin A. Tadgell (author) (Search by this author);Masaru Kato (author) (Search by this author)Sae Dieb (author) (Search by this author)National Institute for Materials Science
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Keitaro Sodeyama (author) (Search by this author)National Institute for Materials Science
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;Takahito Hoshi (author) (Search by this author);Koshiro Suzuki (author) (Search by this author);Bohao Du (author) (Search by this author);Takeshi Watanabe (author) (Search by this author)Ichizo Yagi (author) (Search by this author) - Keyword
- Electrocatalysts, Hydrogen oxidation reaction, Bayesian optimization, Polymer electrolyte fuel cell
- Date published
- 2025-10-13
- Updated at
- 2026-04-30 12:01:11 +0900
Heat transport exploration through the GaN/diamond interfaces using machine learning potential
- Journal article
- Creator
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;Zhanpeng Sun (author) (Search by this author);Yunfei Song (author) (Search by this author);Zijun Qi (author) (Search by this author);Xiang Sun (author) (Search by this author)Meiyong Liao (author) (Search by this author)National Institute for Materials Science
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;Rui Li (author) (Search by this author)Qijun Wang (author) (Search by this author)
https://orcid.org/0000-0002-4299-3798
(unauthenticated)
;
;Lijie Li (author) (Search by this author)Gai Wu (author) (Search by this author)
https://orcid.org/0000-0002-9726-6328
(unauthenticated)
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;Wei Shen (author) (Search by this author)Sheng Liu (author) (Search by this author)
- Keyword
- thermal conductivity, GaN, Diamond
- Date published
- 2025-01-16
- Updated at
- 2025-04-22 12:30:10 +0900
Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films
- Journal article
- Creator
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;E. Dengina (author) (Search by this author)National Institute for Materials ScienceA. Bolyachkin (author) (Search by this author)National Institute for Materials Science
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H. Sepehri-Amin (author) (Search by this author)National Institute for Materials Science
;
K. Hono (author) (Search by this author)National Institute for Materials Science
- Keyword
- Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
- Date published
- 2022-05-13
- Updated at
- 2024-10-15 16:30:13 +0900
Achieving high thermoelectric performance of triple half-Heusler compositions enabled by high-throughput screening
- Journal article
- Creator
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;Kazuki Imasato (author) (Search by this author)Global Zero Emission Research Center, National Institute of Advanced Industrial Science and Technology (AIST);Haruhiko Morito (author) (Search by this author)Tohoku University, Institute for Materials Research (IMR);Hidetoshi Miyazaki (author) (Search by this author)Department of Physical Science and Engineering, Nagoya Institute of Technology;Fumikazu Hosono (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Hydrogen Technology Materials Field/Advanced Superconducting Wire Group, National Institute for Materials Science;Philipp Sauerschnig (author) (Search by this author)Global Zero Emission Research Center, National Institute of Advanced Industrial Science and Technology (AIST);Masanobu Miyata (author) (Search by this author)Global Zero Emission Research Center, National Institute of Advanced Industrial Science and Technology (AIST);Takao Ishida (author) (Search by this author)Global Zero Emission Research Center, National Institute of Advanced Industrial Science and Technology (AIST);Atsushi Yamamoto (author) (Search by this author)Global Zero Emission Research Center, National Institute of Advanced Industrial Science and Technology (AIST)Yukari Katsura (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group, National Institute for Materials Science
;
Michihiro Ohta (author) (Search by this author)Global Zero Emission Research Center, National Institute of Advanced Industrial Science and Technology (AIST)
- Keyword
- Thermoelectrics, Half Heusler, Thermal conductivity, Carrier mobility, Alloying
- Date published
- 2025-10-08
- Updated at
- 2026-04-30 12:01:11 +0900
Machine Learning Assisted Optimization of SmFe12-based Alloys
- Conference poster
- Creator
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BOLYACHKIN Anton (author) (Search by this author)International Center for Young Scientists, National Institute for Materials Science
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SUBAGJA Toni (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
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;LI Jiangnan (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Magnetic Materials Analysis Group, National Institute for Materials Science;ZHANG Jiasheng (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials ScienceASHOK KRISHNASWAMY Srinithi (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
;
ABE Taichi (author) (Search by this author)Research Center for Structural Materials/Materials Evaluation Field/Structural Thermodynamics Group, National Institute for Materials Science
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TANG Xin (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
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;TOZMAN KARANIKOLAS Pelin (author) (Search by this author)Global Networking Division/International Center for Young Scientists, National Institute for Materials ScienceKULESH Nikita (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
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SEPEHRI AMIN Hossein (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group, National Institute for Materials Science
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OHKUBO Tadakatsu (author) (Search by this author)Research Center for Magnetic and Spintronic Materials, National Institute for Materials Science
;
HONO Kazuhiro (author) (Search by this author)National Institute for Materials Science
- Keyword
- Machine learning, Hard magnetic materials, SmFe12-based alloys
- Date published
- Updated at
- 2024-10-17 08:30:37 +0900
Surface Nanostructures of Pt-Compositionally Complex Alloy Single-Crystal Model Catalyst Surfaces for Improved Oxygen Reduction Reaction: Machine-Learning-Assisted Exploration
- Journal article
- Creator
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;Yoshihiro Chida (author) (Search by this author)Sae Dieb (author) (Search by this author)National Institute for Materials Science
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;Hiraku Masui (author) (Search by this author);Arata Umehara (author) (Search by this author)Keitaro Sodeyama (author) (Search by this author)National Institute for Materials Science
;
Toshimasa Wadayama (author) (Search by this author)
- Keyword
- compositionally complex alloy, materials informatics, Catalysts, oxygen reduction reaction
- Date published
- 2025-04-16
- Updated at
- 2026-02-14 22:06:22 +0900
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
- Journal article
- Creator
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Yukinori Koyama (author) (Search by this author)
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Yukako Kohriki (author) (Search by this author)
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Masamichi Harada (author) (Search by this author)
;
Naoto Hirosaki (author) (Search by this author)
;
Takashi Takeda (author) (Search by this author)
- Keyword
- phosphor, machine learning, europium, oxidation state
- Date published
- 2024-12-10
- Updated at
- 2025-11-25 08:30:03 +0900
Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development
- Journal article
- Creator
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Cédric Bourgès (author) (Search by this author)National Institute for Materials Science
;
Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
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Naoki Sato (author) (Search by this author)National Institute for Materials Science
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Makoto Tachibana (author) (Search by this author)National Institute for Materials Science
;
Satoshi Ishii (author) (Search by this author)National Institute for Materials Science
;
Takao Mori (author) (Search by this author)National Institute for Materials Science
- Keyword
- Kesterite, Machine learning, Process, Thermoelectric, Ceramic
- Date published
- 2024-08-29
- Updated at
- 2024-09-20 16:30:30 +0900
Unveiling Twist Domains in Monolayer MoS2 through 4D‐STEM and Unsupervised Machine Learning
- Journal article
- Creator
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Koji Kimoto (author) (Search by this author)
;
Ovidiu Cretu (author) (Search by this author)
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Koji Harano (author) (Search by this author)
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Fumihiko Uesugi (author) (Search by this author)
;
Jun Kikkawa (author) (Search by this author)
;
Kohei Aso (author) (Search by this author)
https://orcid.org/0000-0001-6935-7655
(unauthenticated)
;
Yoshifumi Oshima (author) (Search by this author)
https://orcid.org/0000-0003-1898-0142
(unauthenticated)
;
Takashi Matsumoto (author) (Search by this author)
https://orcid.org/0009-0007-7418-6724
(unauthenticated)
;
Yoshiki Sakuma (author) (Search by this author)
- Keyword
- 4D-STEM, dichalcogenide, metal–organic chemical vapor deposition, MoS2,, scanning transmission electron microscopy, unsupervised machine learning
- Date published
- 2025-08-06
- Updated at
- 2025-08-27 12:30:17 +0900