Keyword: machine learning

48 records found. Displaying records 1 to 10.

2025 ogawa APL final.pdf
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
Journal article
Creator
Daisuke Ogawa (author) (Search by this author)
ORCID SAMURAI ;
Yuma Iwasaki (author) (Search by this author)
ORCID SAMURAI ;
Jun Uzuhashi (author) (Search by this author)
ORCID SAMURAI ;
Yuta Sasaki (author) (Search by this author)
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
;
Yukiko K. Takahashi (author) (Search by this author)
ORCID SAMURAI
Keyword
heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
Date published
2025-06-23
Updated at
2025-07-11 08:30:48 +0900

STAMMethods4(2024)2326305.pdf
Alloys innovation through machine learning: a statistical literature review
Journal article
Creator
Alireza Valizadeh (author) (Search by this author)
;
Ryoji Sahara (author) (Search by this author)
ORCID SAMURAI ;
Maaouia Souissi (author) (Search by this author)
Keyword
Alloy development, machine learning, data-driven research, materials informatics, Materials Genome Initiative, Materials databases
Date published
2024-12-31
Updated at
2024-06-25 12:30:16 +0900

s41524-025-01671-w.pdf
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
Journal article
Creator
Hayato Maeda (author) (Search by this author)
ORCID ;
Stephen Wu (author) (Search by this author)
ORCID ;
Rika Marui (author) (Search by this author)
ORCID ;
Erina Yoshida (author) (Search by this author)
;
Kan Hatakeyama-Sato (author) (Search by this author)
;
Yuta Nabae (author) (Search by this author)
;
Shiori Nakagawa (author) (Search by this author)
;
Meguya Ryu (author) (Search by this author)
;
Ryohei Ishige (author) (Search by this author)
;
Yoh Noguchi (author) (Search by this author)
;
Yoshihiro Hayashi (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Felix Jiang (author) (Search by this author)
;
Xuan Thang Vu (author) (Search by this author)
;
Sven Ingebrandt (author) (Search by this author)
ORCID ;
Masatoshi Tokita (author) (Search by this author)
;
Junko Morikawa (author) (Search by this author)
ORCID ;
Ryo Yoshida (author) (Search by this author)
ORCID ;
Teruaki Hayakawa (author) (Search by this author)
Keyword
liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
Date published
2025-07-02
Updated at
2025-08-19 12:30:21 +0900

3-12-Revised Manuscript without Any Highlighting.docx
Machine-Learning-Driven Discovery of Mn4+-Doped Red-Emitting Fluorides with Short Excited-State Lifetime and High Efficiency for Mini Light-Emitting Diode Displays
Journal article
Creator
Hong Ming (author) (Search by this author)
ORCID ;
Yayun Zhou (author) (Search by this author)
;
Maxim S. Molokeev (author) (Search by this author)
ORCID ;
Chuang Zhang (author) (Search by this author)
;
Lin Huang (author) (Search by this author)
;
Yuanjing Wang (author) (Search by this author)
; ORCID SAMURAI ;
Enhai Song (author) (Search by this author)
ORCID ;
Qinyuan Zhang (author) (Search by this author)
ORCID
Keyword
luminescent materials, machine learning
Date published
2024-05-06
Updated at
2025-04-03 08:30:20 +0900

Pitfalls in Artificial Intelligence_revised_clean_v2.docx
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
Journal article
Creator
Abraham Castro Garcia (author) (Search by this author)
;
Ken Sakaushi (author) (Search by this author)
ORCID SAMURAI
Keyword
machine learning
Date published
2025-09-04
Updated at
2026-04-30 12:01:11 +0900

jmca2024_NaSulfideConductor_esi_rj.pdf
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
Journal article
Creator
Seong-Hoon Jang (author) (Search by this author)
ORCID ;
Randy Jalem (author) (Search by this author)
ORCID SAMURAI ;
Yoshitaka Tateyama (author) (Search by this author)
ORCID SAMURAI
Keyword
all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
Date published
2024-08-05
Updated at
2024-10-10 16:30:52 +0900

74_Roadmap_J Phys Energy 2023_Roadmap on molecular modelling of electrochemical energy materials.pdf
2023 Roadmap on molecular modelling of electrochemical energy materials
Journal article
Creator
Chao Zhang (author) (Search by this author)
;
Jun Cheng (author) (Search by this author)
;
Yiming Chen (author) (Search by this author)
;
Maria K Y Chan (author) (Search by this author)
;
Qiong Cai (author) (Search by this author)
;
Rodrigo P Carvalho (author) (Search by this author)
;
Cleber F N Marchiori (author) (Search by this author)
;
Daniel Brandell (author) (Search by this author)
;
C Moyses Araujo (author) (Search by this author)
;
Ming Chen (author) (Search by this author)
;
Xiangyu Ji (author) (Search by this author)
;
Guang Feng (author) (Search by this author)
;
Kateryna Goloviznina (author) (Search by this author)
;
Alessandra Serva (author) (Search by this author)
;
Mathieu Salanne (author) (Search by this author)
;
Toshihiko Mandai (author) (Search by this author)
National Institute for Materials Science (NIMS)
ORCID SAMURAI ;
Tomooki Hosaka (author) (Search by this author)
;
Mirna Alhanash (author) (Search by this author)
;
Patrik Johansson (author) (Search by this author)
;
Yun-Ze Qiu (author) (Search by this author)
;
Hai Xiao (author) (Search by this author)
;
Michael Eikerling (author) (Search by this author)
;
Ryosuke Jinnouchi (author) (Search by this author)
;
Marko M Melander (author) (Search by this author)
;
Georg Kastlunger (author) (Search by this author)
;
Assil Bouzid (author) (Search by this author)
;
Alfredo Pasquarello (author) (Search by this author)
;
Seung-Jae Shin (author) (Search by this author)
;
Minho M Kim (author) (Search by this author)
;
Hyungjun Kim (author) (Search by this author)
;
Kathleen Schwarz (author) (Search by this author)
;
Ravishankar Sundararaman (author) (Search by this author)
Keyword
electrochemical interfaces, density-functional theory, molecular dynamics simulation, electrochemical energy storage, machine learning, electrocatalysis
Date published
2023-10-01
Updated at
2024-03-22 00:53:39 +0900

Automatic_extraction_of_materials_and_properties_from_superconductors_scientific_literature-v1.pdf
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
Journal article
Creator
Foppiano Luca (author) (Search by this author)
ORCID ;
Baptista de Castro, Pedro (author) (Search by this author)
MANA, NIMS
ORCID ;
Ortiz Suarez, Pedro (author) (Search by this author)
Data and Web Science Group, University of Mannheim
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Ishii, Masashi (author) (Search by this author)
MaDIS, NIMS
ORCID
Keyword
tdm, machine learning, materials science, superconductors, database
Date published
2022-09-15
Updated at
2022-10-16 01:44:51 +0900

Abstract for 7th Academic Collaboration Seminar.pdf
Data-driven approaches for designing thermal insulating materials
Conference presentation
Creator
Yen-Ju Wu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Yibin Xu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
Interfacial thermal resistance, machine learning, thermal insulator, data-driven technique
Date published
Updated at
2024-12-25 16:30:37 +0900

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