MDR: NIMS Materials Data Repository

資源タイプ: ジャーナル論文キーワード: machine learning

全ての絞り込みを解除

29 件のレコードが見つかりました。 1件目から10件目まで表示します。

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

Data-driven study of the enthalpy of mixing in the liquid phase

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

https://orcid.org/0000-0002-3752-2537 (unauthenticated)

;

Bengt Hallstedt (author) (この著者で検索)

;

Taichi Abe (author) (この著者で検索)

;

Quentin Bizot (author) (この著者で検索)

;

Evelyne Fischer (author) (この著者で検索)

;

Jean-Marc Joubert (author) (この著者で検索)

;

Kei Terayama (author) (この著者で検索)

;

Ryo Tamura (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI
キーワード: enthalpy of mixing, machine learning, liquid phase
刊行年月日: 2024-09-25
更新時刻: 2024-10-05 08:30:08 +0900

Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials

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

Nagoya University

;

Koki Yoshimochi (author) (この著者で検索)

;

Ryoji Asahi (author) (この著者で検索)
キーワード: Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
刊行年月日: 2025-12-31
更新時刻: 2025-07-18 10:24:15 +0900

Gracheva_2026_Mach._Learn.__Sci._Technol._7_045006.pdf

Enhancing oxygen reduction reaction mass activity in polymer electrolyte fuel cells via molecular machine learning

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

https://orcid.org/0000-0002-9704-5939

NIMS Researchers Directory SAMURAI

;

Shin-ichi Yamazaki (author) (この著者で検索)

;

Guillaume Lambard (author) (この著者で検索)

https://orcid.org/0000-0003-0275-4079

NIMS Researchers Directory SAMURAI

;

Keitaro Sodeyama (author) (この著者で検索)

https://orcid.org/0000-0002-9228-0729

NIMS Researchers Directory SAMURAI

;

Tsutomu Ioroi (author) (この著者で検索)

;

Masafumi Asahi (author) (この著者で検索)

https://orcid.org/0000-0002-2122-3073 (unauthenticated)
キーワード: materials science, machine learning, chemoinformatics, polymer electrolyte fuel cell (PEFC), oxygen reduction reaction, active learning
刊行年月日: 2026-08-01
更新時刻: 2026-08-26 16:18:22 +0900

Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis

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

National Institute of Advanced Industrial Science and Technology (AIST) National Metrology Institute of Japan (NMIJ)

;

Yuichiro Yamashita (author) (この著者で検索)

;

Takashi Yagi (author) (この著者で検索)
キーワード: Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
刊行年月日: 2025-12-31
更新時刻: 2025-07-16 16:14:58 +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