6 records found. Displaying records 1 to 6.

1-s2.0-S092702562600087X-main.pdf
Active learning for predicting the enthalpy of mixing in binary liquids based on ab initio molecular dynamics
Journal article
Creator
Quentin Bizot (author) (Search by this author)
ORCID ; ORCID SAMURAI ;
Guillaume Deffrennes (author) (Search by this author)
ORCID
Keyword
CALPHAD, Machine learning
Date published
2026-02-07
Updated at
2026-04-01 13:44:57 +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
s41524-026-01966-6 (2).pdf
aLLoyM: a large language model for alloy phase diagram prediction
Journal article
Creator
Yuna Oikawa (author) (Search by this author)
;
Guillaume Deffrennes (author) (Search by this author)
;
Rintaro Shimayoshi (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI ;
Koji Tsuda (author) (Search by this author)
Keyword
LLM, phase diagram
Date published
2026-01-22
Updated at
2026-04-01 13:56:07 +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
1-s2.0-S0364591624000877-main.pdf
Data-driven study of the enthalpy of mixing in the liquid phase
Journal article
Creator
Guillaume Deffrennes (author) (Search by this author)
ORCID ;
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)
; ORCID SAMURAI
Keyword
enthalpy of mixing, machine learning, liquid phase
Date published
2024-09-25
Updated at
2024-10-05 08:30:08 +0900
Theoretical and data-driven approaches to semiconductors and dielectrics from prediction to experiment.pdf
Theoretical and data-driven approaches to semiconductors and dielectrics: from prediction to experiment
Journal article
Creator
Fumiyasu Oba (author) (Search by this author)
ORCID ;
Takayuki Nagai (author) (Search by this author)
ORCID ;
Ryoji Katsube (author) (Search by this author)
ORCID ;
Yasuhide Mochizuki (author) (Search by this author)
ORCID ;
Masatake Tsuji (author) (Search by this author)
ORCID ;
Guillaume Deffrennes (author) (Search by this author)
ORCID ;
Kota Hanzawa (author) (Search by this author)
ORCID ;
Akitoshi Nakano (author) (Search by this author)
ORCID ;
Akira Takahashi (author) (Search by this author)
ORCID ;
Kei Terayama (author) (Search by this author)
ORCID ;
Ryo Tamura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Hidenori Hiramatsu (author) (Search by this author)
ORCID ;
Yoshitaro Nose (author) (Search by this author)
ORCID ;
Hiroki Taniguchi (author) (Search by this author)
ORCID
Keyword
semiconductors, dielectrics
Date published
2024-12-31
Updated at
2024-12-25 16:31:05 +0900
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