MDR: NIMS Materials Data Repository

ライセンス: Creative Commons BY Attribution 4.0 International キーワード: machine learning

全ての絞り込みを解除

12 件のレコードが見つかりました。

全ての絞り込みを解除

2023 Roadmap on molecular modelling of electrochemical energy materials

ジャーナル論文
著者: Chao Zhang (author) (この著者で検索)

;

Jun Cheng (author) (この著者で検索)

;

Yiming Chen (author) (この著者で検索)

;

Maria K Y Chan (author) (この著者で検索)

;

Qiong Cai (author) (この著者で検索)

;

Rodrigo P Carvalho (author) (この著者で検索)

;

Cleber F N Marchiori (author) (この著者で検索)

;

Daniel Brandell (author) (この著者で検索)

;

C Moyses Araujo (author) (この著者で検索)

;

Ming Chen (author) (この著者で検索)

;

Xiangyu Ji (author) (この著者で検索)

;

Guang Feng (author) (この著者で検索)

;

Kateryna Goloviznina (author) (この著者で検索)

;

Alessandra Serva (author) (この著者で検索)

;

Mathieu Salanne (author) (この著者で検索)

;

Toshihiko Mandai (author) (この著者で検索)

https://orcid.org/0000-0002-2403-7794

National Institute for Materials Science (NIMS)

NIMS Researchers Directory SAMURAI

;

Tomooki Hosaka (author) (この著者で検索)

;

Mirna Alhanash (author) (この著者で検索)

;

Patrik Johansson (author) (この著者で検索)

;

Yun-Ze Qiu (author) (この著者で検索)

;

Hai Xiao (author) (この著者で検索)

;

Michael Eikerling (author) (この著者で検索)

;

Ryosuke Jinnouchi (author) (この著者で検索)

;

Marko M Melander (author) (この著者で検索)

;

Georg Kastlunger (author) (この著者で検索)

;

Assil Bouzid (author) (この著者で検索)

;

Alfredo Pasquarello (author) (この著者で検索)

;

Seung-Jae Shin (author) (この著者で検索)

;

Minho M Kim (author) (この著者で検索)

;

Hyungjun Kim (author) (この著者で検索)

;

Kathleen Schwarz (author) (この著者で検索)

;

Ravishankar Sundararaman (author) (この著者で検索)
キーワード: electrochemical interfaces, density-functional theory, molecular dynamics simulation, electrochemical energy storage, machine learning, electrocatalysis
刊行年月日: 2023-10-01
更新時刻: 2024-03-22 00:53:39 +0900

Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC

ジャーナル論文
著者: Masaki Imamura (author) (この著者で検索)

Saga University Synchrotron Light Application Center

;

Kazutoshi Takahashi (author) (この著者で検索)
キーワード: Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
刊行年月日: 2026-06-19
更新時刻: 2026-06-24 15:38:41 +0900

A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm

ジャーナル論文
著者: Hiroyuki Tanaka (author) (この著者で検索)

Nagoya University a Graduate School of Engineering

;

Kentaro Kutsukake (author) (この著者で検索)

;

Kota Asakura (author) (この著者で検索)

;

Takuto Kojima (author) (この著者で検索)

;

Xin Liu (author) (この著者で検索)

;

Noritaka Usami (author) (この著者で検索)
キーワード: Optimization, machine learning, genetic algorithm, crystal growth, process informatics
刊行年月日: 2025-12-31
更新時刻: 2026-02-27 12:30:07 +0900

Predicting the surface roughness of an electrodeposited copper film using a machine learning technique

ジャーナル論文
著者: Ryo Tamura (author) (この著者で検索)

https://orcid.org/0000-0002-0349-358X

National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Algorithm Team

NIMS Researchers Directory SAMURAI

;

Ryuichi Inaba (author) (この著者で検索)

MITSUBISHI MATERIALS CORPORATION

;

Mami Watanabe (author) (この著者で検索)

MITSUBISHI MATERIALS CORPORATION

;

Yutaro Mori (author) (この著者で検索)

MITSUBISHI MATERIALS CORPORATION

;

Makoto Urushihara (author) (この著者で検索)

MITSUBISHI MATERIALS CORPORATION

;

Kenji Yamaguchi (author) (この著者で検索)

MITSUBISHI MATERIALS CORPORATION

;

Shoichi Matsuda (author) (この著者で検索)

https://orcid.org/0000-0002-0640-3404

National Institute for Materials Science Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Automated Electrochemical Experiments Team

NIMS Researchers Directory SAMURAI
キーワード: electrodeposited copper film, surface roughness, machine learning
刊行年月日: 2024-12-31
更新時刻: 2024-10-31 16:30:15 +0900

Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes

ジャーナル論文
著者: Yen-Ju Wu (author) (この著者で検索)

https://orcid.org/0000-0003-2647-3407

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Takehiro Tanaka (author) (この著者で検索)

;

Tomoyuki Komori (author) (この著者で検索)

;

Mikiya Fujii (author) (この著者で検索)

;

Hiroshi Mizuno (author) (この著者で検索)

;

Satoshi Itoh (author) (この著者で検索)

https://orcid.org/0000-0002-8139-582X (unauthenticated)

National Institute for Materials Science

;

Tadanobu Takada (author) (この著者で検索)

;

Erina Fujita (author) (この著者で検索)

https://orcid.org/0000-0002-0987-5597

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Yibin Xu (author) (この著者で検索)

https://orcid.org/0000-0001-8600-8748

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: Ionic conductivity, machine learning, grain boundary, ionic conductor, Li battery, grain size, descriptor
刊行年月日: 2020-01-31
更新時刻: 2024-01-05 22:11:22 +0900

Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning

ジャーナル論文
著者: Paripat Kraisornkachit (author) (この著者で検索)

https://orcid.org/0000-0002-0796-3665

NIMS Researchers Directory SAMURAI

;

Masanobu Naito (author) (この著者で検索)

https://orcid.org/0000-0001-7198-819X

NIMS Researchers Directory SAMURAI

;

Chao Kang (author) (この著者で検索)

https://orcid.org/0000-0002-9567-0976 (unauthenticated)

;

Chiaki Sato (author) (この著者で検索)
キーワード: experimental testing, multi-objective optimization, epoxy, adhesive, elastic modulus, machine learning, active learning
刊行年月日: 2024-06-12
更新時刻: 2025-01-07 08:30:26 +0900

Networking autonomous material exploration systems through transfer learning

ジャーナル論文
著者: Naoki Yoshida (author) (この著者で検索)

;

Yutaro Iwabuchi (author) (この著者で検索)

;

Yasuhiko Igarashi (author) (この著者で検索)

;

Yuma Iwasaki (author) (この著者で検索)

https://orcid.org/0000-0002-7117-277X

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: machine learning
刊行年月日: 2025-12-09
更新時刻: 2025-12-13 08:30:26 +0900