Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
- Journal article
- Creator
-
;Ayu Fujiwara (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology;Sunao Nakanowatari (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology;Yohei Cho (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and TechnologyToshiaki Taniike (author) (Search by this author)Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
- Keyword
- Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
- Date published
- 2025-12-31
- Updated at
- 2025-07-16 16:17:04 +0900
Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
- Journal article
- Creator
-
FOPPIANO, Luca (author) (Search by this author)
;
ROMARY, Laurent (author) (Search by this author)
https://orcid.org/0000-0002-0756-0508
(unauthenticated)
;
ISHII, Masashi (author) (Search by this author)
;
TANIFUJI, Mikiko (author) (Search by this author)
- Keyword
- tdm, physical quantities, machine learning
- Date published
- 2019-09-23
- Updated at
- 2022-10-03 02:00:14 +0900
Data-driven study of the enthalpy of mixing in the liquid phase
- Journal article
- Creator
-
Guillaume Deffrennes (author) (Search by this author)
https://orcid.org/0000-0002-3752-2537
(unauthenticated)
;
;Bengt Hallstedt (author) (Search by this author);Taichi Abe (author) (Search by this author);Quentin Bizot (author) (Search by this author);Evelyne Fischer (author) (Search by this author);Jean-Marc Joubert (author) (Search by this author);Kei Terayama (author) (Search by this author)Ryo Tamura (author) (Search by this author)
- Keyword
- enthalpy of mixing, machine learning, liquid phase
- Date published
- 2024-09-25
- Updated at
- 2024-10-05 08:30:08 +0900
Automatic extraction of materials and properties from superconductors scientific literature
- Journal
- Creator
-
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
Supercon 2 Dataset
- Dataset
- Creator
-
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
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
- Journal article
- Creator
-
Foppiano Luca (author) (Search by this author)MaDIS, NIMS
;
Baptista de Castro, Pedro (author) (Search by this author)
https://orcid.org/0000-0001-8673-2840
(unauthenticated)
MANA, NIMS
;
Ortiz Suarez, Pedro (author) (Search by this author)
https://orcid.org/0000-0003-0343-8852
(unauthenticated)
Data and Web Science Group, University of Mannheim
;
Terashima, Kensei (author) (Search by this author)
;
Takano, Yoshihiko (author) (Search by this author)
;
Ishii, Masashi (author) (Search by this author)
https://orcid.org/0000-0002-7721-9735
(unauthenticated)
MaDIS, NIMS
- Keyword
- tdm, machine learning, materials science, superconductors, database
- Date published
- 2022-09-15
- Updated at
- 2022-10-16 01:44:51 +0900
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
- Journal article
- Creator
-
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
機械学習高速自動スペクトル解析ソフト“EMPeaks”について
- Journal article
- Creator
-
永村 直佳 (author) (Search by this author)National Institute for Materials Science
;
安藤 康伸 (author) (Search by this author)
- Keyword
- spectroscopy, peak fitting, data analysis, machine learning
- Date published
- 2024-10-10
- Updated at
- 2025-01-10 16:31:04 +0900
Bayesian diversity control for batch-based phase diagram determination
- Journal article
- Creator
-
;Peiheng Zou (author) (Search by this author)Ryo Tamura (author) (Search by this author)
;
Koji Tsuda (author) (Search by this author)
- Keyword
- phase diagram, machine learning
- Date published
- 2026-02-16
- Updated at
- 2026-04-01 14:33:21 +0900
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
- Journal article
- Creator
-
;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