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32 records found.
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
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
- Journal article
- Creator
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;Alex Kutana (author) (Search by this author)Nagoya University;Koki Yoshimochi (author) (Search by this author)Ryoji Asahi (author) (Search by this author)
- Keyword
- Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
- Date published
- 2025-12-31
- Updated at
- 2025-07-18 10:24:15 +0900
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
- Journal article
- Creator
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;Hirotaka Uryu (author) (Search by this author);Tsunetomo Yamada (author) (Search by this author);Koichi Kitahara (author) (Search by this author)Alok Singh (author) (Search by this author)National Institute for Materials Science
;
Yutaka Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Kaoru Kimura (author) (Search by this author)National Institute for Materials Science
;
;Kanta Hiroki (author) (Search by this author);Naoki Miyao (author) (Search by this author);Asuka Ishikawa (author) (Search by this author);Ryuji Tamura (author) (Search by this author);Satoshi Ohhashi (author) (Search by this author);Chang Liu (author) (Search by this author)Ryo Yoshida (author) (Search by this author)
- Keyword
- deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
- Date published
- 2023-11-14
- Updated at
- 2024-12-13 12:30:39 +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
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
- Journal article
- Creator
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;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
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
- Journal article
- Creator
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Paripat Kraisornkachit (author) (Search by this author)
;
Masanobu Naito (author) (Search by this author)
;
Chao Kang (author) (Search by this author)
https://orcid.org/0000-0002-9567-0976
(unauthenticated)
;
Chiaki Sato (author) (Search by this author)
- Keyword
- experimental testing, multi-objective optimization, epoxy, adhesive, elastic modulus, machine learning, active learning
- Date published
- 2024-06-12
- Updated at
- 2025-01-07 08:30:26 +0900
Multiobjective Solid Electrolyte Design of Tetragonal and Cubic Inverse-Perovskites for All-Solid-State Lithium-Ion Batteries by High-Throughput Density Functional Theory Calculations and AI-Driven Methods
- Journal article
- Creator
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JALEM Randy (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
;
TATEYAMA Yoshitaka (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
;
TAKADA Kazunori (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Solid-State Battery Group, National Institute for Materials Science
;
JANG Seonghoon (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
- Keyword
- all solid state batteries, solid electrolytes, density functional theory, materials informatics, machine learning, novel materials search
- Date published
- 2023-09-07
- Updated at
- 2024-08-28 08:30:15 +0900
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
- Journal article
- Creator
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Houichi Kitano (author) (Search by this author)National Institute for Materials Science
;
Masaki Kobayashi (author) (Search by this author)National Institute for Materials Science
;
Masahiko Demura (author) (Search by this author)National Institute for Materials Science
- Keyword
- Acoustic sensing, in-process monitoring, gas metal arc welding, disturbance detection, machine learning, explainable AI, smart manufacturing
- Date published
- 2026-12-31
- Updated at
- 2026-06-25 09:51:40 +0900
Supercon 2 Dataset
- Dataset
- Creator
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Foppiano, Luca (author) (Search by this author)
- Keyword
- superconductors, machine learning, dataset, tdm, materials science
- Date published
- 2022-09-10
- Updated at
- 2022-10-18 10:11:01 +0900
2023 Roadmap on molecular modelling of electrochemical energy materials
- Journal article
- Creator
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;Chao Zhang (author) (Search by this author);Jun Cheng (author) (Search by this author);Yiming Chen (author) (Search by this author);Maria K Y Chan (author) (Search by this author);Qiong Cai (author) (Search by this author);Rodrigo P Carvalho (author) (Search by this author);Cleber F N Marchiori (author) (Search by this author);Daniel Brandell (author) (Search by this author);C Moyses Araujo (author) (Search by this author);Ming Chen (author) (Search by this author);Xiangyu Ji (author) (Search by this author);Guang Feng (author) (Search by this author);Kateryna Goloviznina (author) (Search by this author);Alessandra Serva (author) (Search by this author);Mathieu Salanne (author) (Search by this author)Toshihiko Mandai (author) (Search by this author)National Institute for Materials Science (NIMS)
;
;Tomooki Hosaka (author) (Search by this author);Mirna Alhanash (author) (Search by this author);Patrik Johansson (author) (Search by this author);Yun-Ze Qiu (author) (Search by this author);Hai Xiao (author) (Search by this author);Michael Eikerling (author) (Search by this author);Ryosuke Jinnouchi (author) (Search by this author);Marko M Melander (author) (Search by this author);Georg Kastlunger (author) (Search by this author);Assil Bouzid (author) (Search by this author);Alfredo Pasquarello (author) (Search by this author);Seung-Jae Shin (author) (Search by this author);Minho M Kim (author) (Search by this author);Hyungjun Kim (author) (Search by this author);Kathleen Schwarz (author) (Search by this author)Ravishankar Sundararaman (author) (Search by this author)
- Keyword
- electrochemical interfaces, density-functional theory, molecular dynamics simulation, electrochemical energy storage, machine learning, electrocatalysis
- Date published
- 2023-10-01
- Updated at
- 2024-03-22 00:53:39 +0900