Black-Box Optimization for Automated Discovery
Terayama, Kei, Sumita, Masato, Tamura, Ryo, Tsuda, Koji
Published in Accounts of chemical research (16.03.2021)
Published in Accounts of chemical research (16.03.2021)
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Journal Article
A machine learning–based classification approach for phase diagram prediction
Deffrennes, Guillaume, Terayama, Kei, Abe, Taichi, Tamura, Ryo
Published in Materials & Design (01.03.2022)
Published in Materials & Design (01.03.2022)
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Journal Article
Clonal Expansion and Diversification of Cancer-Associated Mutations in Endometriosis and Normal Endometrium
Suda, Kazuaki, Nakaoka, Hirofumi, Yoshihara, Kosuke, Ishiguro, Tatsuya, Tamura, Ryo, Mori, Yutaro, Yamawaki, Kaoru, Adachi, Sosuke, Takahashi, Tomoko, Kase, Hiroaki, Tanaka, Kenichi, Yamamoto, Tadashi, Motoyama, Teiichi, Inoue, Ituro, Enomoto, Takayuki
Published in Cell reports (Cambridge) (14.08.2018)
Published in Cell reports (Cambridge) (14.08.2018)
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Journal Article
Machine learning-driven optimization in powder manufacturing of Ni-Co based superalloy
Tamura, Ryo, Osada, Toshio, Minagawa, Kazumi, Kohata, Takuma, Hirosawa, Masashi, Tsuda, Koji, Kawagishi, Kyoko
Published in Materials & design (15.01.2021)
Published in Materials & design (15.01.2021)
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Journal Article
A framework to predict binary liquidus by combining machine learning and CALPHAD assessments
Deffrennes, Guillaume, Terayama, Kei, Abe, Taichi, Ogamino, Etsuko, Tamura, Ryo
Published in Materials & Design (01.08.2023)
Published in Materials & Design (01.08.2023)
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Journal Article
Optimization of a Heterogeneous Ternary Li3PO4–Li3BO3–Li2SO4 Mixture for Li-Ion Conductivity by Machine Learning
Homma, Kenji, Liu, Yu, Sumita, Masato, Tamura, Ryo, Fushimi, Naoki, Iwata, Junichi, Tsuda, Koji, Kaneta, Chioko
Published in Journal of physical chemistry. C (18.06.2020)
Published in Journal of physical chemistry. C (18.06.2020)
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Journal Article
Data-driven nanomechanical sensing: specific information extraction from a complex system
Shiba, Kota, Tamura, Ryo, Imamura, Gaku, Yoshikawa, Genki
Published in Scientific reports (16.06.2017)
Published in Scientific reports (16.06.2017)
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Journal Article
Spatiotemporal dynamics of clonal selection and diversification in normal endometrial epithelium
Yamaguchi, Manako, Nakaoka, Hirofumi, Suda, Kazuaki, Yoshihara, Kosuke, Ishiguro, Tatsuya, Yachida, Nozomi, Saito, Kyota, Ueda, Haruka, Sugino, Kentaro, Mori, Yutaro, Yamawaki, Kaoru, Tamura, Ryo, Revathidevi, Sundaramoorthy, Motoyama, Teiichi, Tainaka, Kazuki, Verhaak, Roel G. W., Inoue, Ituro, Enomoto, Takayuki
Published in Nature communications (17.02.2022)
Published in Nature communications (17.02.2022)
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Journal Article
Designing metamaterials with quantum annealing and factorization machines
Kitai, Koki, Guo, Jiang, Ju, Shenghong, Tanaka, Shu, Tsuda, Koji, Shiomi, Junichiro, Tamura, Ryo
Published in Physical review research (16.03.2020)
Published in Physical review research (16.03.2020)
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Journal Article
Pharmacokinetics of Favipiravir in Critically Ill Patients With COVID‐19
Irie, Kei, Nakagawa, Atsushi, Fujita, Hirotoshi, Tamura, Ryo, Eto, Masaaki, Ikesue, Hiroaki, Muroi, Nobuyuki, Tomii, Keisuke, Hashida, Tohru
Published in Clinical and translational science (01.09.2020)
Published in Clinical and translational science (01.09.2020)
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Journal Article
Efficient recommendation tool of materials by an executable file based on machine learning
Terayama, Kei, Tsuda, Koji, Tamura, Ryo
Published in Japanese Journal of Applied Physics (01.09.2019)
Published in Japanese Journal of Applied Physics (01.09.2019)
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Journal Article
Inhibition of the H3K4 methyltransferase SET7/9 ameliorates peritoneal fibrosis
Tamura, Ryo, Doi, Shigehiro, Nakashima, Ayumu, Sasaki, Kensuke, Maeda, Kazuya, Ueno, Toshinori, Masaki, Takao
Published in PloS one (03.05.2018)
Published in PloS one (03.05.2018)
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Journal Article
Determination of quasi-primary odors by endpoint detection
Xu, Hanxiao, Kitai, Koki, Minami, Kosuke, Nakatsu, Makito, Yoshikawa, Genki, Tsuda, Koji, Shiba, Kota, Tamura, Ryo
Published in Scientific reports (08.06.2021)
Published in Scientific reports (08.06.2021)
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Journal Article
Acceleration of phase diagram construction by machine learning incorporating Gibbs' phase rule
Terayama, Kei, Han, Kwangsik, Katsube, Ryoji, Ohnuma, Ikuo, Abe, Taichi, Nose, Yoshitaro, Tamura, Ryo
Published in Scripta materialia (01.02.2022)
Published in Scripta materialia (01.02.2022)
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Journal Article