7 records found.
Accurate screening of functional materials with machine-learning potential and transfer-learned regressions: Heusler alloy benchmark
- Journal article
- Creator
-
Enda Xiao (author) (Search by this author)
https://orcid.org/0000-0002-4372-1575
(unauthenticated)
;
Terumasa Tadano (author) (Search by this author)
- Keyword
- Heusler alloys, Machine-learning potential, Transfer learning, First-principles calculation, Curie temperature, Magnetic anisotropy energy
- Date published
- 2026-02-19
- Updated at
- 2026-03-30 13:06:06 +0900
High-throughput computational screening of Heusler compounds with phonon considerations for enhanced material discovery
- Journal article
- Creator
-
Enda Xiao (author) (Search by this author)
https://orcid.org/0000-0002-4372-1575
(unauthenticated)
;
Terumasa Tadano (author) (Search by this author)
- Keyword
- Heusler alloys, High-throughput calculations, Phonon stability, Curie temperature, Compensated ferrimagnet
- Date published
- 2025-07-16
- Updated at
- 2025-09-11 12:30:19 +0900
Exchange-coupled - / / - nanogranular films as potential heat-assisted-magnetic-recording media with reduced writing temperature
- Journal article
- Creator
-
Daisuke Ogawa (author) (Search by this author)
https://orcid.org/0009-0007-5388-6916
(unauthenticated)
;
Anton Bolyachkin (author) (Search by this author)
;
Angayarkanni R. Dilipan (author) (Search by this author)
;
Nikita Kulesh (author) (Search by this author)
;
Hossein Sepehri-Amin (author) (Search by this author)
;
Yukiko K. Takahashi (author) (Search by this author)
- Keyword
- Heat-assisted magnetic recording (HAMR), exchange-coupled media, FePt, Curie temperature
- Date published
- 2024-11-21
- Updated at
- 2024-11-23 16:30:27 +0900
Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning
- Journal article
- Creator
-
Yuma Iwasaki (author) (Search by this author)
- Keyword
- Machine learning, Autonomous, Curie temperature, ab initio
- Date published
- 2024-12-31
- Updated at
- 2024-10-04 08:30:28 +0900
Important Descriptors and Descriptor Groups of Curie Temperatures of Rare-earth Transition-metal Binary Alloys
- Journal article
- Creator
-
;Hieu Chi Dam (author) (Search by this author)National Institute for Materials Science;Viet Cuong Nguyen (author) (Search by this author);Tien Lam Pham (author) (Search by this author);Anh Tuan Nguyen (author) (Search by this author);Kiyoyuki Terakura (author) (Search by this author)Takashi Miyake (author) (Search by this author)National Institute for Materials Science
;
Hiori Kino (author) (Search by this author)National Institute for Materials Science
- Keyword
- descriptor importance, subgroup relevance analysis, exhaustive search, hierarchical clustering, binary rare-earth transition metal, Curie temperature
- Date published
- 2018-11-15
- Updated at
- 2024-01-05 22:12:36 +0900
Automatic exhaustive calculations of large material space by Korringa-Kohn-Rostoker coherent potential approximation method — Applied to equiatomic quaternary high entropy alloys
- Journal article
- Creator
-
;T. Fukushima (author) (Search by this author);H. Akai (author) (Search by this author)T. Chikyow (author) (Search by this author)
;
H. Kino (author) (Search by this author)National Institute for Materials Science
- Keyword
- AkaiKKR, Curie temperature, magnetization, quaternary high entropy alloys, law aquisition, residual resistivity, Automatic exhaustive exploration
- Date published
- 2022-02-17
- Updated at
- 2024-01-05 22:13:35 +0900
Evidence-based data mining method to reveal similarities between materials based on physical mechanisms
- Journal article
- Creator
-
Minh-Quyet Ha (author) (Search by this author)
https://orcid.org/0000-0003-4617-0059
(unauthenticated)
JAIST
;
Duong-Nguyen Nguyen (author) (Search by this author)
https://orcid.org/0000-0003-0980-8754
(unauthenticated)
JAIST
;
Viet-Cuong Nguyen (author) (Search by this author)
https://orcid.org/0000-0002-8008-582X
(unauthenticated)
HPC Systems Inc
;
Hiori Kino (author) (Search by this author)National Institute for Materials Science
;
Yasunobu Ando (author) (Search by this author)
https://orcid.org/0000-0003-3702-034X
(unauthenticated)
JAIST
;
Takashi Miyake (author) (Search by this author)
;
Thierry Denœux (author) (Search by this author)
https://orcid.org/0000-0002-0660-5436
(unauthenticated)
University of Technology of Compiègne
;
Van-Nam Huynh (author) (Search by this author)
https://orcid.org/0000-0002-3860-7815
(unauthenticated)
JAIST
;
Hieu-Chi Dam (author) (Search by this author)
https://orcid.org/0000-0001-8252-7719
(unauthenticated)
JAIST
- Keyword
- Dempster–Shafer theory, similarity evidence, evidence theory, Curie temperature, visualization, physical mechanism, mixture of experts, transition rare-earth metal binary allloys, magnetization
- Date published
- 2023-02-07
- Updated at
- 2024-01-05 22:13:49 +0900