File type: application/pdf

4436 records found.

PhysRevMaterials.7.093805.pdf
Quasicrystals predicted and discovered by machine learning
Article
Creator
Chang Liu ; Koichi Kitahara ; Asuka Ishikawa ; Takanobu Hiroto SAMURAI ORCID ; Alok Singh SAMURAI ORCID ; Erina Fujita SAMURAI ORCID ; Yukari Katsura SAMURAI ORCID ; Yuki Inada ; Ryuji Tamura ; Kaoru Kimura ORCID ; Ryo Yoshida ORCID
Keyword
Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
Date published
2023-09-25
Updated at
2024-11-21 16:36:03 +0900

Atomic descriptors generated from coordination polyhedra in crystal structures.pdf
Atomic descriptors generated from coordination polyhedra in crystal structures
Article
Creator
Yuki Inada ; Yukari Katsura SAMURAI ORCID ; Masaya Kumagai ; Kaoru Kimura
Keyword
Materials informatics, machine learning, atomic descriptors, coordination polyhedra, formation energy prediction, band gap prediction
Date published
2021-01-01
Updated at
2024-11-21 16:35:29 +0900

s41598-024-76800-4 (1).pdf
Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science
Article
Creator
Ai Koizumi ; Guillaume Deffrennes ; Kei Terayama ; Ryo Tamura SAMURAI ORCID
Keyword
active learning, black-box function, materials informatics
Date published
2024-11-06
Updated at
2024-11-21 16:35:14 +0900

JACERS-47914.R1-Proof-hi.pdf
Deformation‐resistant Ta 0.2 Hf 0.8 C solid‐solution ceramic with superior flexural strength at 2000°C
Article
Creator
Dmytro Demirskyi ; Hanna Borodianska ; Toshiyuki Nishimura SAMURAI ORCID ; Tohru S. Suzuki SAMURAI ORCID ; Kyosuke Yoshimi ; Oleg Vasylkiv SAMURAI ORCID
Keyword
strength, ultra-high temperature ceramics, Spark plasma sintering, tantalum hafnium carbide
Date published
2021-08-27
Updated at
2024-11-21 16:32:03 +0900