ファイル種別: application/pdf キーワード: machine learning
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Advanced Science - 2023 - Uryu - Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder.pdf
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
論文
著者
Hirotaka Uryu ; Tsunetomo Yamada ; Koichi Kitahara ; Alok Singh SAMURAI ORCID ; Yutaka Iwasaki SAMURAI ORCID ; Kaoru Kimura ORCID ; Kanta Hiroki ; Naoki Miyao ; Asuka Ishikawa ; Ryuji Tamura ; Satoshi Ohhashi ; Chang Liu ; Ryo Yoshida
キーワード
deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
刊行年月日
2023-11-14
更新時刻
2024-12-13 12:30:39 +0900
125008_1_5.0229856.pdf
Black-box optimization technique for investigation of surface phase diagram
論文
著者
Makoto Urushihara ; Kenji Yamaguchi ORCID ; Ryo Tamura SAMURAI ORCID
キーワード
surface phase diagram , machine learning
刊行年月日
2024-12-01
更新時刻
2024-12-10 16:55:25 +0900
20241223Nagamura_著者最終稿.pdf
機械学習高速自動スペクトル解析ソフト“EMPeaks”について
論文
著者
永村 直佳 SAMURAI ORCID ; 安藤 康伸
キーワード
spectroscopy, peak fitting, data analysis, machine learning
刊行年月日
2024-10-10
更新時刻
2025-01-10 16:31:04 +0900
41524_2019_203_MOESM1_ESM.avi
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
論文
著者
Stephen Wu ; Yukiko Kondo ; Masa-aki Kakimoto ; Bin Yang ; Hironao Yamada ; Isao Kuwajima SAMURAI ORCID ; Guillaume Lambard SAMURAI ORCID ; Kenta Hongo ; Yibin Xu SAMURAI ORCID ; Junichiro Shiomi ; Christoph Schick ; Junko Morikawa ; Ryo Yoshida
キーワード
machine learning, polymer, thermal conductivity, molecular design
刊行年月日
2019-06-21
更新時刻
2024-11-21 16:31:23 +0900
Atomic descriptors generated from coordination polyhedra in crystal structures.pdf
Atomic descriptors generated from coordination polyhedra in crystal structures
論文
著者
Yuki Inada ; Yukari Katsura SAMURAI ORCID ; Masaya Kumagai ; Kaoru Kimura
キーワード
Materials informatics, machine learning, atomic descriptors, coordination polyhedra, formation energy prediction, band gap prediction
刊行年月日
2021-01-01
更新時刻
2024-11-21 16:35:29 +0900
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique.pdf
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
論文
著者
Ryo Tamura SAMURAI ORCID ; Ryuichi Inaba ; Mami Watanabe ; Yutaro Mori ; Makoto Urushihara ; Kenji Yamaguchi ; Shoichi Matsuda SAMURAI ORCID
キーワード
electrodeposited copper film, surface roughness, machine learning
刊行年月日
2024-12-31
更新時刻
2024-10-31 16:30:15 +0900
jmca2024_NaSulfideConductor_esi_rj.pdf
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
論文
著者
Seong-Hoon Jang ORCID ; Randy Jalem SAMURAI ORCID ; Yoshitaka Tateyama SAMURAI ORCID
キーワード
all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
刊行年月日
2024-08-05
更新時刻
2024-10-10 16:30:52 +0900
1-s2.0-S0364591624000877-main.pdf
Data-driven study of the enthalpy of mixing in the liquid phase
論文
著者
Guillaume Deffrennes ORCID ; Bengt Hallstedt ; Taichi Abe ; Quentin Bizot ; Evelyne Fischer ; Jean-Marc Joubert ; Kei Terayama ; Ryo Tamura SAMURAI ORCID
キーワード
enthalpy of mixing, machine learning, liquid phase
刊行年月日
2024-09-25
更新時刻
2024-10-05 08:30:08 +0900
Manuscript.pdf
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
論文
著者
Chiaki Yoshikawa SAMURAI ORCID ; Duc Anh Nguyen ; Tadashi Nakaji-Hirabayashi ; Ichigaku Takigawa ; Hiroshi Mamitsuka
キーワード
cellulose nanofiber, concentrated polymer brush, hMSC, self-assembly, machine learning
刊行年月日
2024-04-08
更新時刻
2024-08-27 08:30:31 +0900
Comments.pdf
Revolutionizing electronics with advanced interfacial heat management
論文
著者
Yen-Ju Wu SAMURAI ORCID
キーワード
Interfacial thermal resistance, thermal management, electronics, machine learning
刊行年月日
2024-07-17
更新時刻
2024-08-27 16:30:21 +0900