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Keyword: Machine learning

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25 records found.

Revised Manuscript-ActaMater_20240327.docx

ALMLBO PIPELINE APPROACH APPLY TO MATERIAL PROCESS AND COMPOSITION OPTIMIZATION FOR ENERGY-SAVING APPLICATIONS

Conference presentation
Creator: Cédric Bourgès (author) (Search by this author)

https://orcid.org/0000-0001-9056-0420

International Center for Young Scientists, National Institute for Materials Science

;

Guillaume Lambard (author) (Search by this author)

https://orcid.org/0000-0003-0275-4079

Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Naoki Sato (author) (Search by this author)

https://orcid.org/0000-0002-6429-0591

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Makoto Tachibana (author) (Search by this author)

https://orcid.org/0000-0002-5907-5563

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Satoshi Ishii (author) (Search by this author)

https://orcid.org/0000-0003-0731-8428

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Optical Nanostructure Team, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Takao Mori (author) (Search by this author)

https://orcid.org/0000-0003-2682-1846

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: Kesterite, Machine learning, Process, Thermoelectric, Ceramic
Date published
Updated at: 2024-10-30 16:30:23 +0900

From Random Networks to AI-Driven Glass Design

Conference presentation
Creator: N. M. Anoop Krishnan (author) (Search by this author)

Department of Civil Engineering, Indian Institute of Technology Delhi
Keyword: Machine learning, AI-Driven Glass Design
Date published
Updated at: 2025-09-25 16:30:42 +0900

Estimation of valence state and growth rate using principal component analysis of plasma emission in reactive sputtering deposition

Journal article
Creator: Rintaro Minami (author) (Search by this author)

a Department of Applied Physics, University of Tsukuba

;

Eiji Kita (author) (Search by this author)

;

Chiharu Mitsumata (author) (Search by this author)

;

Hideto Yanagihara (author) (Search by this author)
Keyword: Machine learning, principal component analysis (PCA), reactive magnetron sputtering, plasma emission spectrum, Mössbauer spectroscopy
Date published: 2025-12-31
Updated at: 2025-09-10 16:30:38 +0900

Prediction and optimization of epoxy adhesive strength from a small dataset through active learning

Journal article
Creator: Lambard, Guillaume (author) (Search by this author)

https://orcid.org/0000-0003-0275-4079

NIMS Researchers Directory SAMURAI

;

Naito, Masanobu (author) (Search by this author)

https://orcid.org/0000-0001-7198-819X

NIMS Researchers Directory SAMURAI

;

Samitsu, Sadaki (author) (Search by this author)

https://orcid.org/0000-0002-4139-1656

NIMS Researchers Directory SAMURAI

;

Pruksawan, Sirawit (author) (Search by this author)

https://orcid.org/0000-0002-9380-1872 (unauthenticated)

;

Sodeyama, Keitaro (author) (Search by this author)

https://orcid.org/0000-0002-9228-0729

NIMS Researchers Directory SAMURAI
Keyword: active learning, Machine learning, adhesive
Date published: 2019-12-31
Updated at: 2024-01-05 22:11:50 +0900

High-throughput materials exploration system for the anomalous Hall effect using combinatorial experiments and machine learning

Journal article
Creator: Ryo Toyama (author) (Search by this author)

https://orcid.org/0000-0002-7398-5803

NIMS Researchers Directory SAMURAI

;

Yuma Iwasaki (author) (Search by this author)

https://orcid.org/0000-0002-7117-277X

NIMS Researchers Directory SAMURAI

;

Prabhanjan D. Kulkarni (author) (Search by this author)

https://orcid.org/0000-0002-4605-5256

;

Hirofumi Suto (author) (Search by this author)

https://orcid.org/0000-0003-4387-5862

NIMS Researchers Directory SAMURAI

;

Tomoya Nakatani (author) (Search by this author)

https://orcid.org/0000-0001-9590-216X

NIMS Researchers Directory SAMURAI

;

Yuya Sakuraba (author) (Search by this author)

https://orcid.org/0000-0003-4618-9550

NIMS Researchers Directory SAMURAI
Keyword: Machine learning, High-throughput, Combinatorial, Anomalous Hall effect
Date published: 2025-09-03
Updated at: 2025-12-26 13:11:05 +0900

Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography

Journal article
Creator: Sitanan Sartyoungkul (author) (Search by this author)

;

Balasubramaniyan Sakthivel (author) (Search by this author)

;

Pavel Sidorov (author) (Search by this author)

https://orcid.org/0000-0001-6462-702X (unauthenticated)

;

Yuuya Nagata (author) (Search by this author)

https://orcid.org/0000-0001-5926-5845 (unauthenticated)
Keyword: Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
Date published: 2025-11-26
Updated at: 2025-12-24 15:05:55 +0900

Improving efficiency of autonomous material search via transfer learning from nontarget properties

Journal article
Creator: Jaekyun Hwang (author) (Search by this author)

National Institute for Materials Science

;

Yuma Iwasaki (author) (Search by this author)

https://orcid.org/0000-0002-7117-277X

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: Machine learning
Date published: 2023-12-31
Updated at: 2024-01-05 22:11:31 +0900