Application of machine learning techniques to electron microscopic/spectroscopic image data analysis von Muto, Shunsuke, Shiga, Motoki

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Sparse modeling of EELS and EDX spectral imaging data by nonnegative matrix factorization von Shiga, Motoki, Tatsumi, Kazuyoshi, Muto, Shunsuke, Tsuda, Koji, Yamamoto, Yuta, Mori, Toshiyuki, Tanji, Takayoshi

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Relationship between diffraction peak, network topology, and amorphous-forming ability in silicon and silica von Kohara, Shinji, Shiga, Motoki, Onodera, Yohei, Masai, Hirokazu, Hirata, Akihiko, Murakami, Motohiko, Morishita, Tetsuya, Kimura, Koji, Hayashi, Kouichi

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A Generalized Framework of Multifidelity Max-Value Entropy Search Through Joint Entropy von Takeno, Shion, Fukuoka, Hitoshi, Tsukada, Yuhki, Koyama, Toshiyuki, Shiga, Motoki, Takeuchi, Ichiro, Karasuyama, Masayuki

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Accelerated Discovery of Proton-Conducting Perovskite Oxide by Capturing Physicochemical Fundamentals of Hydration von Hyodo, Junji, Tsujikawa, Kota, Shiga, Motoki, Okuyama, Yuji, Yamazaki, Yoshihiro

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Direct observation of the atomic density fluctuation originating from the first sharp diffraction peak in SiO2 glass von Hirata, Akihiko, Sato, Shuya, Shiga, Motoki, Onodera, Yohei, Kimoto, Koji, Kohara, Shinji

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Non-negative Matrix Factorization and Its Extensions for Spectral Image Data Analysis von Shiga, Motoki, Muto, Shunsuke

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Ring-originated anisotropy of local structural ordering in amorphous and crystalline silicon dioxide von Shiga, Motoki, Hirata, Akihiko, Onodera, Yohei, Masai, Hirokazu

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Understanding diffraction patterns of glassy, liquid and amorphous materials via persistent homology analyses von ONODERA, Yohei, KOHARA, Shinji, TAHARA, Shuta, MASUNO, Atsunobu, INOUE, Hiroyuki, SHIGA, Motoki, HIRATA, Akihiko, TSUCHIYA, Koichi, HIRAOKA, Yasuaki, OBAYASHI, Ippei, OHARA, Koji, MIZUNO, Akitoshi, SAKATA, Osami

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Local structure analysis of disordered materials via contrast variation in scanning transmission electron microscopy von Kimoto, Koji, Shiga, Motoki, Kohara, Shinji, Kikkawa, Jun, Cretu, Ovidiu, Onodera, Yohei, Ishizuka, Kazuo

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Two-step feature selection for predicting survival time of patients with metastatic castrate resistant prostate cancer [version 1; peer review: 2 approved] von Shiga, Motoki

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Atomic and Electronic Structure in MgO–SiO2 von Shuseki, Yuta, Kohara, Shinji, Kaneko, Tomoaki, Sodeyama, Keitaro, Onodera, Yohei, Koyama, Chihiro, Masuno, Atsunobu, Sasaki, Shunta, Hatano, Shohei, Shiga, Motoki, Obayashi, Ippei, Hiraoka, Yasuaki, Okada, Junpei T., Mizuno, Akitoshi, Watanabe, Yuki, Nakata, Yui, Ohara, Koji, Murakami, Motohiko, Tucker, Matthew G., McDonnell, Marshall T., Oda, Hirohisa, Ishikawa, Takehiko

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Structure and properties of densified silica glass: characterizing the order within disorder von Onodera, Yohei, Kohara, Shinji, Salmon, Philip S., Hirata, Akihiko, Nishiyama, Norimasa, Kitani, Suguru, Zeidler, Anita, Shiga, Motoki, Masuno, Atsunobu, Inoue, Hiroyuki, Tahara, Shuta, Polidori, Annalisa, Fischer, Henry E., Mori, Tatsuya, Kojima, Seiji, Kawaji, Hitoshi, Kolesnikov, Alexander I., Stone, Matthew B., Tucker, Matthew G., McDonnell, Marshall T., Hannon, Alex C., Hiraoka, Yasuaki, Obayashi, Ippei, Nakamura, Takenobu, Akola, Jaakko, Fujii, Yasuhiro, Ohara, Koji, Taniguchi, Takashi, Sakata, Osami

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Relationship between network topology and negative electrode properties in Wadsley–Roth phase TiNb2O7 von Kitamura, Naoto, Matsubara, Hikari, Kimura, Koji, Obayashi, Ippei, Onodera, Yohei, Nakashima, Ken, Morita, Hidetoshi, Shiga, Motoki, Harada, Yasuhiro, Ishibashi, Chiaki, Idemoto, Yasushi, Hayashi, Koichi

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Ring compaction as a mechanism of densification in amorphous silica von Salmon, Philip S., Zeidler, Anita, Shiga, Motoki, Onodera, Yohei, Kohara, Shinji

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Informatics-Aided Raman Microscopy for Nanometric 3D Stress Characterization von Wang, Hongxin, Zhang, Han, Da, Bo, Shiga, Motoki, Kitazawa, Hideaki, Fujita, Daisuke

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Unravelling the density-driven modification of the topology generated by the interconnection of SiO4 tetrahedra in silica polymorphs von Kohara, Shinji, Sato, Shuya, Shiga, Motoki, Onodera, Yohei, Masai, Hirokazu, Wakihara, Toru, Masuno, Atsunobu, Hirata, Akihiko, Kitamura, Naoto, Idemoto, Yasushi, Kimura, Koji, Hayashi, Koichi

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Machine-learning-based selective sampling procedure for identifying the low-energy region in a potential energy surface: A case study on proton conduction in oxides von Toyoura, Kazuaki, Hirano, Daisuke, Seko, Atsuto, Shiga, Motoki, Kuwabara, Akihide, Karasuyama, Masayuki, Shitara, Kazuki, Takeuchi, Ichiro

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Exploring a potential energy surface by machine learning for characterizing atomic transport von Kanamori, Kenta, Toyoura, Kazuaki, Honda, Junya, Hattori, Kazuki, Seko, Atsuto, Karasuyama, Masayuki, Shitara, Kazuki, Shiga, Motoki, Kuwabara, Akihide, Takeuchi, Ichiro

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Detecting Differentially Coexpressed Genes from Labeled Expression Data: A Brief Review von Kayano, Mitsunori, Shiga, Motoki, Mamitsuka, Hiroshi

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