Keyword: active learning
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6 records found.

Poster_GDR_IAMAT_NIMS_2025.pdf
Active Learning for Materials Science application.
Conference poster
Creator
LAMBARD Guillaume (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
ORCID SAMURAI ;
BAJAN Christophe Marie Olivier (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
active learning, Bayesian optimisation, MADGUI, GUI
Date published
Updated at
2026-04-15 10:55:19 +0900
Enhancing thermoelectric efficiency of GeTe through process improvement via active learning assisted by Bayesian optimisation.pdf
Enhancing thermoelectric efficiency of GeTe through process improvement via active learning assisted by Bayesian optimisation
Journal article
Creator
Florent Pawula (author) (Search by this author)
ORCID ;
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
ORCID SAMURAI ;
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
ORCID SAMURAI
Keyword
Material process, bayesian optimisation, active learning, chalcogenides, thermoelectrics
Date published
2025-12-31
Updated at
2025-12-10 08:30:23 +0900
s41598-024-76800-4 (1).pdf
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)
; ORCID SAMURAI
Keyword
active learning, black-box function, materials informatics
Date published
2024-11-06
Updated at
2024-11-21 16:35:14 +0900
s43246-024-00580-7.pdf
AIPHAD, an active learning web application for visual understanding of phase diagrams
Journal article
Creator
Ryo Tamura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Haruhiko Morito (author) (Search by this author)
;
Guillaume Deffrennes (author) (Search by this author)
National Institute for Materials Science
;
Masanobu Naito (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yoshitaro Nose (author) (Search by this author)
;
Taichi Abe (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kei Terayama (author) (Search by this author)
Keyword
phase diagram, artificial intelligence, active learning
Date published
2024-07-31
Updated at
2024-08-26 16:30:23 +0900
materials-17-02866.pdf
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ;
Chao Kang (author) (Search by this author)
ORCID ;
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
Prediction_and_optimization_of_epoxy_adhesive_strength_from_a_small_dataset_through_active_learning.pdf
Prediction and optimization of epoxy adhesive strength from a small dataset through active learning
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ;
Pruksawan, Sirawit (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
active learning, Machine learning, adhesive
Date published
2019-12-31
Updated at
2024-01-05 22:11:50 +0900