- Creative Commons BY Attribution 4.0 International (24)
- In Copyright (11)
- Creative Commons BY-NC Attribution-NonCommercial 4.0 International (5)
- Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (2)
- https://creativecommons.org/licenses/by-nc/3.0/ (1)
- https://creativecommons.org/licenses/by-nc/3.0/legalcode (1)
Networking autonomous material exploration systems through transfer learning
- Journal article
- Creator
-
;Naoki Yoshida (author) (Search by this author);Yutaro Iwabuchi (author) (Search by this author);Yasuhiko Igarashi (author) (Search by this author)Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
- Keyword
- machine learning
- Date published
- 2025-12-09
- Updated at
- 2025-12-13 08:30:26 +0900
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
;
Kenji Nagata (author) (Search by this author)National Institute for Materials Science
;
Hideki Yoshikawa (author) (Search by this author)National Institute for Materials Science
;
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
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
- Journal article
- Creator
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Ryo Tamura (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Algorithm Team, National Institute for Materials Science
;
;Ryuichi Inaba (author) (Search by this author)MITSUBISHI MATERIALS CORPORATION;Mami Watanabe (author) (Search by this author)MITSUBISHI MATERIALS CORPORATION;Yutaro Mori (author) (Search by this author)MITSUBISHI MATERIALS CORPORATION;Makoto Urushihara (author) (Search by this author)MITSUBISHI MATERIALS CORPORATION;Kenji Yamaguchi (author) (Search by this author)MITSUBISHI MATERIALS CORPORATIONShoichi Matsuda (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Automated Electrochemical Experiments Team, National Institute for Materials Science
- Keyword
- electrodeposited copper film, surface roughness, machine learning
- Date published
- 2024-12-31
- Updated at
- 2024-10-31 16:30:15 +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
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
- Journal article
- Creator
-
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
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
- Journal article
- Creator
-
;Xun Liu (author) (Search by this author)National Institute for Materials Science;Zhufeng Hou (author) (Search by this author);Dabao Lu (author) (Search by this author)Bo Da (author) (Search by this author)National Institute for Materials Science
;
Hideki Yoshikawa (author) (Search by this author)National Institute for Materials Science
;
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, LASSO
- Date published
- 2019-12-31
- Updated at
- 2024-09-05 16:30:30 +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
2023 Roadmap on molecular modelling of electrochemical energy materials
- Journal article
- Creator
-
;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
Data-driven approaches for designing thermal insulating materials
- Conference presentation
- Creator
-
Yen-Ju Wu (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
;
Yibin Xu (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
- Keyword
- Interfacial thermal resistance, machine learning, thermal insulator, data-driven technique
- Date published
- Updated at
- 2024-12-25 16:30:37 +0900
Automatic extraction of materials and properties from superconductors scientific literature
- Journal
- Creator
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Luca Foppiano (author) (Search by this author)MaDIS, NIMS
;
Pedro Baptista Castro (author) (Search by this author)
https://orcid.org/0000-0001-8673-2840
(unauthenticated)
MANA, NIMS
;
Pedro Ortiz Suarez (author) (Search by this author)
https://orcid.org/0000-0003-0343-8852
(unauthenticated)
Data and Web Science Group, University of Mannheim
;
Kensei Terashima (author) (Search by this author)
;
Yoshihiko Takano (author) (Search by this author)
;
Masashi Ishii (author) (Search by this author)
- Keyword
- Materials informatics, superconductors, machine learning, NLP, TDM
- Date published
- 2023-12-31
- Updated at
- 2024-01-05 22:12:53 +0900