5 records found.
Enhancing thermoelectric efficiency of GeTe through process improvement via active learning assisted by Bayesian optimisation
- Article
- Creator
-
Florent Pawula
;
Mathias Hamitouche
;
Linda Abbassi
;
Agathe Bajan
;
Cédric Bourgès
;
Takao Mori
;
Jean-François Halet
;
David Berthebaud
;
Guillaume Lambard
- 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
- Article
- Creator
-
Ai Koizumi
;
Guillaume Deffrennes
;
Kei Terayama
;
Ryo Tamura
- Keyword
- active learning, black-box function, materials informatics
- Date published
- 2024-11-06
- Updated at
- 2024-11-21 16:35:14 +0900
AIPHAD, an active learning web application for visual understanding of phase diagrams
- Article
- Creator
-
Ryo Tamura
;
Haruhiko Morito
;
Guillaume Deffrennes
;
Masanobu Naito
;
Yoshitaro Nose
;
Taichi Abe
;
Kei Terayama
- Keyword
- phase diagram, artificial intelligence, active learning
- Date published
- 2024-07-31
- Updated at
- 2024-08-26 16:30:23 +0900
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
- Article
- Creator
-
Paripat Kraisornkachit
;
Masanobu Naito
;
Chao Kang
;
Chiaki Sato
- 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
Prediction and optimization of epoxy adhesive strength from a small dataset through active learning
- Article
- Creator
-
Lambard, Guillaume
;
Naito, Masanobu
;
Samitsu, Sadaki
;
Pruksawan, Sirawit
;
Sodeyama, Keitaro
- Keyword
- active learning, Machine learning, adhesive
- Date published
- 2019-12-31
- Updated at
- 2024-01-05 22:11:50 +0900