4 records found.
Prediction and optimization of epoxy adhesive strength from a small dataset through active learning
- Journal article
- Creator
-
Lambard, Guillaume (author) (Search by this author)
;
Naito, Masanobu (author) (Search by this author)
;
Samitsu, Sadaki (author) (Search by this author)
;
Pruksawan, Sirawit (author) (Search by this author)
https://orcid.org/0000-0002-9380-1872
(unauthenticated)
;
Sodeyama, Keitaro (author) (Search by this author)
- Keyword
- active learning, Machine learning, adhesive
- Date published
- 2019-12-31
- Updated at
- 2024-01-05 22:11:50 +0900
Enhancing thermoelectric efficiency of GeTe through process improvement via active learning assisted by Bayesian optimisation
- Journal article
- Creator
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Florent Pawula (author) (Search by this author)
https://orcid.org/0000-0002-2641-0521
(unauthenticated)
;
;Mathias Hamitouche (author) (Search by this author);Linda Abbassi (author) (Search by this author);Agathe Bajan (author) (Search by this author);Cédric Bourgès (author) (Search by this author)Takao Mori (author) (Search by this author)National Institute for Materials Science
;
;Jean-François Halet (author) (Search by this author);David Berthebaud (author) (Search by this author)Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
- Keyword
- Material process, bayesian optimisation, active learning, chalcogenides, thermoelectrics
- Date published
- 2025-12-31
- Updated at
- 2025-12-10 08:30:23 +0900
Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science
- Journal article
- Creator
-
;Ai Koizumi (author) (Search by this author);Guillaume Deffrennes (author) (Search by this author);Kei Terayama (author) (Search by this author)Ryo Tamura (author) (Search by this author)
- Keyword
- active learning, black-box function, materials informatics
- Date published
- 2024-11-06
- Updated at
- 2024-11-21 16:35:14 +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