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Science and Technology of Advanced Materials: Methods

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Science and Technology of Advanced Materials: Methods, Volume 4, Issue 1 (2024)

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Science and Technology of Advanced Materials: Methods, Volume 4, Issue 1 (2024)

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Volume 4, 2024 Vol 3, 2023 Vol 2, 2022 Vol 1, 2021

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Materials data analysis and utilization

Article

Multivariate temperature-series analysis of stress-induced ferroelectricity in SrTiO₃: a machine learning approach with K-shape clustering and hierarchical Bayesian estimation

Hirotaka Manaka, Kensei Toyoda & Yoko Miura

Article: 2342234

Published online: 16 May 2024

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Methodology, Apparatus, Experimental Design

Article

Feature extraction and spatial imaging of synchrotron radiation X-ray diffraction patterns using unsupervised machine learning

Kentaro Kutsukake, Takefumi Kamioka, Kota Matsui, Ichiro Takeuchi, Takashi Segi, Takuo Sasaki, Seiji Fujikawa & Masamitu Takahasi

Article: 2336402

Published online: 15 Apr 2024

226 Views
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Materials Data Analysis and Utilization

Review Article

Alloys innovation through machine learning: a statistical literature review

Alireza Valizadeh, Ryoji Sahara & Maaouia Souissi

Article: 2326305

Published online: 11 Apr 2024

AbstractforAlloys innovation through machine learning: a statistical literature review | Full Text | References | PDF (18.9 MB) | EPUB

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Methodology, Apparatus, Experimental Design

Article

Visualization of spin-polarized electronic states by imaging-type spin-resolved photoemission microscopy

Koichiro Yaji & Shunsuke Tsuda

Article: 2328206

Published online: 02 Apr 2024

880 Views
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Article

High-throughput screening of multimetallic catalysts for three-way catalysis

Son Dinh Le, Nhan Nu Thanh Ton, Kalaivani Seenivasan, Patchanee Chammingkwan, Koichi Higashimine, Supareak Praserthdam & Toshiaki Taniike

Article: 2284130

Published online: 11 Mar 2024

994 Views
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High Throughput Data Generation

Review Article

Accelerating materials discovery: combinatorial synthesis, high-throughput characterization, and computational advances

Khurram Shahzad, Andrei Ionut Mardare & Achim Walter Hassel

Article: 2292486

Published online: 06 Mar 2024

AbstractforAccelerating materials discovery: combinatorial synthesis, high-throughput characterization, and computational advances | Full Text | References | PDF (19.9 MB) | EPUB

983 Views
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Open Access

Methodology, Apparatus, Experimental Design

Article

Multi-objective topology optimization of porous microstructure in die-bonding layer of a semiconductor

Jiaxin Zhou, Ikumu Watanabe, Weikang Song, Keita Kambayashi & Ta-Te Chen

Article: 2320691

Published online: 06 Mar 2024

AbstractforMulti-objective topology optimization of porous microstructure in die-bonding layer of a semiconductor | Full Text | References | PDF (10.6 MB) | EPUB

380 Views
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Correction

Article: 2317643

Published online: 20 Feb 2024

CitationforCorrection | Full Text | PDF (142 KB) | EPUB

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Correction

Article: 2317648

Published online: 16 Feb 2024

CitationforCorrection | Full Text | PDF (1 MB) | EPUB

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Methodology, Apparatus, Experimental Design

Article

Absolute evaluation of internal and external quantum efficiencies and light extraction efficiency in InGaN single quantum wells by simultaneous photoacoustic and photoluminescence measurements combined with integrating-sphere method

Keito Mori-Tamamura, Yuchi Takahashi, Shigeta Sakai, Yuya Morimoto, Junji Hirama, Atsushi A. Yamaguchi, Susumu Kusanagi, Yuya Kanitani, Yoshihiro Kudo & Shigetaka Tomiya

Article: 2315027

Published online: 14 Feb 2024

AbstractforAbsolute evaluation of internal and external quantum efficiencies and light extraction efficiency in InGaN single quantum wells by simultaneous photoacoustic and photoluminescence measurements combined with integrating-sphere method | Full Text | References | PDF (4.6 MB) | EPUB

292 Views
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Open Access

Materials Data Analysis and Utilization

Article

Bayesian estimation to identify crystalline phase structures for X-ray diffraction pattern analysis

Ryo Murakami, Yoshitaka Matsushita, Kenji Nagata, Hayaru Shouno & Hideki Yoshikawa

Article: 2300698

Published online: 30 Jan 2024

AbstractforBayesian estimation to identify crystalline phase structures for X-ray diffraction pattern analysis | Full Text | References | PDF (15.6 MB) | EPUB

436 Views
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Materials/process Modeling and Simulation

Article

Generation of almost rectangular, square, and hexagonal two-dimensional supercells

Yoyo Hinuma

Article: 2300254

Published online: 19 Jan 2024

AbstractforGeneration of almost rectangular, square, and hexagonal two-dimensional supercells | Full Text | References | PDF (3.7 MB) | EPUB

247 Views
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Open Access

Computer Programming, System and Service

Article

Development of graphical user interface for design of experiments via Gaussian process regression and its case study

Yoshiki Hasukawa, Mikael Kuwahara, Lauren Takahashi & Keisuke Takahashi

Article: 2300252

Published online: 16 Jan 2024

AbstractforDevelopment of graphical user interface for design of experiments via Gaussian process regression and its case study | Full Text | References | PDF (4.2 MB) | EPUB

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Multivariate temperature-series analysis of stress-induced ferroelectricity in SrTiO₃: a machine learning approach with K-shape clustering and hierarchical Bayesian estimation

Hirotaka Manaka et al.

Article | Published online: 16 May 2024

Open Access

Crystal structure map for materials classification and modeling

Tamio Oguchi

Article | Published online: 16 May 2024

Open Access

Feature extraction and spatial imaging of synchrotron radiation X-ray diffraction patterns using unsupervised machine learning

Kentaro Kutsukake et al.

Article | Published online: 15 Apr 2024

Open Access

Alloys innovation through machine learning: a statistical literature review

Alireza Valizadeh et al.

Review Article | Published online: 11 Apr 2024

Open Access

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Science and Technology of Advanced Materials: Methods (Vol.4, Iss.1, 2024)

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