publication_type publication_year number author title journal_title volume_number issue_number start_page end_page doi reported_at Paper 2024 1 Masashi Hase, Ryo Tamura, Koji Hukushima, Shinichiro Asai, Takatsugu Masuda, Shinichi Itoh, Andreas Dönni Physical Review B 109 9 https://doi.org/10.1103/physrevb.109.094434 2024-04-20 02:38:19 +0900 Paper 2023 1 Akira Takahashi, Kei Terayama, Yu Kumagai, Ryo Tamura, Fumiyasu Oba Science and Technology of Advanced Materials: Methods 3 1 https://doi.org/10.1080/27660400.2023.2261834 2024-04-20 02:38:19 +0900 Paper 2023 2 Ryo Tamura, Koji Tsuda, Shoichi Matsuda Science and Technology of Advanced Materials: Methods 3 1 https://doi.org/10.1080/27660400.2023.2232297 2024-04-20 02:38:19 +0900 Paper 2023 3 Hongxin Wang, Han Zhang, Ryo Tamura, Bo Da, Shimaa A. Abdellatef, Ikumu Watanabe, Nobuyuki Ishida, Daisuke Fujita, Nobutaka Hanagata, Tomoki Nakagawa, Jun Nakanishi Science and Technology of Advanced Materials 24 1 https://doi.org/10.1080/14686996.2023.2265434 2024-04-20 02:38:19 +0900 Paper 2023 4 Ken Sakaushi, Watcharaporn Hoisang, Ryo Tamura ACS Central Science 9 12 2216 2224 https://doi.org/10.1021/acscentsci.3c01009 2024-04-20 02:38:19 +0900 Paper 2023 5 Makoto Urushihara, Masaya Karube, Kenji Yamaguchi, Ryo Tamura Advanced Photonics Research 4 12 https://doi.org/10.1002/adpr.202300226 2024-04-20 02:38:19 +0900 Paper 2023 6 Kei Terayama, Yamato Osaki, Takehiro Fujita, Ryo Tamura, Masanobu Naito, Koji Tsuda, Toru Matsui, Masato Sumita Journal of Chemical Theory and Computation 19 19 6770 6781 https://doi.org/10.1021/acs.jctc.3c00764 2024-04-20 02:38:19 +0900 Paper 2023 7 Jiawen Li, Masato Sumita, Ryo Tamura, Koji Tsuda Advanced Intelligent Systems 5 10 https://doi.org/10.1002/aisy.202300189 2024-04-20 02:38:19 +0900 Paper 2023 8 Weilin Yuan, Yusuke Hibi, Ryo Tamura, Masato Sumita, Yasuyuki Nakamura, Masanobu Naito, Koji Tsuda Patterns 100846 https://doi.org/10.1016/j.patter.2023.100846 2024-04-20 02:38:19 +0900 Paper 2023 9 Ryo Tamura, Kei Terayama, Masato Sumita, Koji Tsuda Physical Review Materials 7 9 https://doi.org/10.1103/physrevmaterials.7.093804 2024-04-20 02:38:19 +0900 Paper 2023 10 Zetian Mao, Yoshiki Matsuda, Ryo Tamura, Koji Tsuda Digital Discovery 2 4 1098 1103 https://doi.org/10.1039/d3dd00047h 2024-04-20 02:38:19 +0900 Paper 2023 11 Guillaume Deffrennes, Kei Terayama, Taichi Abe, Etsuko Ogamino, Ryo Tamura Materials & Design 232 112111 https://doi.org/10.1016/j.matdes.2023.112111 2024-04-20 02:38:19 +0900 Paper 2023 12 Jianbo Lin, Ryo Tamura, Yasunori Futamura, Tetsuya Sakurai, Tsuyoshi Miyazaki Physical Chemistry Chemical Physics 25 27 17978 17986 https://doi.org/10.1039/d3cp01922e 2024-04-20 02:38:19 +0900 Paper 2023 13 Andrejs Tučs, Francois Berenger, Akiko Yumoto, Ryo Tamura, Takanori Uzawa, Koji Tsuda ACS Medicinal Chemistry Letters 14 5 577 582 https://doi.org/10.1021/acsmedchemlett.2c00487 2024-04-20 02:38:19 +0900 Paper 2023 14 Kota Shiba, Chao Zhuang, Kosuke Minami, Gaku Imamura, Ryo Tamura, Sadaki Samitsu, Takumi Idei, Genki Yoshikawa, Luyi Sun, David A. Weitz Advanced Science 10 1 2204310 https://doi.org/10.1002/advs.202204310 2024-04-20 02:38:19 +0900 Paper 2022 1 Ryo Tamura, Masato Sumita, Kei Terayama, Koji Tsuda, Fujio Izumi, Yoshitaka Matsushita Science and Technology of Advanced Materials: Methods 2 1 435 444 https://doi.org/10.1080/27660400.2022.2146470 2024-04-20 02:38:19 +0900 Paper 2022 2 Ryo Tamura, Guillaume Deffrennes, Kwangsik Han, Taichi Abe, Haruhiko Morito, Yasuyuki Nakamura, Masanobu Naito, Ryoji Katsube, Yoshitaro Nose, Kei Terayama Science and Technology of Advanced Materials: Methods 2 1 153 161 https://doi.org/10.1080/27660400.2022.2076548 2024-04-20 02:38:19 +0900 Paper 2022 3 Kosuke Minami, Gaku Imamura, Ryo Tamura, Kota Shiba, Genki Yoshikawa Biosensors 12 9 762 https://doi.org/10.3390/bios12090762 2024-04-20 02:38:19 +0900 Paper 2022 4 Akira Takahashi, Yu Kumagai, Hirotaka Aoki, Ryo Tamura, Fumiyasu Oba Adaptive sampling methods via machine learning for materials screening Science and Technology of Advanced Materials: Methods 2 1 55 66 https://doi.org/10.1080/27660400.2022.2039573 2024-04-20 02:38:19 +0900 Paper 2022 5 Wei-Hsun Hu, Ta-Te Chen, Ryo Tamura, Kei Terayama, Siqian Wang, Ikumu Watanabe, Masanobu Naito Science and Technology of Advanced Materials 23 1 66 75 https://doi.org/10.1080/14686996.2021.2025426 2024-04-20 02:38:19 +0900 Paper 2022 6 田村 亮 金属材料開発に活用できる ブラックボックス最適化手法の開発 溶射 59 4 217 223 2024-04-20 02:38:19 +0900 Paper 2022 7 Takehiro Fujita, Kei Terayama, Masato Sumita, Ryo Tamura, Yasuyuki Nakamura, Masanobu Naito, Koji Tsuda Science and Technology of Advanced Materials 23 1 352 360 https://doi.org/10.1080/14686996.2022.2075240 2024-04-20 02:38:19 +0900 Paper 2022 8 Yuji Kaiya, Ryo Tamura, Koji Tsuda Organic Process Research & Development 26 12 3276 3282 https://doi.org/10.1021/acs.oprd.2c00254 2024-04-20 02:38:19 +0900 Paper 2022 9 Masato Sumita, Kei Terayama, Ryo Tamura, Koji Tsuda Journal of Chemical Information and Modeling 62 18 4427 4434 https://doi.org/10.1021/acs.jcim.2c00812 2024-04-20 02:38:19 +0900 Paper 2022 10 Yuichi Motoyama, Ryo Tamura, Kazuyoshi Yoshimi, Kei Terayama, Tsuyoshi Ueno, Koji Tsuda Computer Physics Communications 278 108405 https://doi.org/10.1016/j.cpc.2022.108405 2024-04-20 02:38:19 +0900 Paper 2022 11 Jiawen Li, Jinzhe Zhang, Ryo Tamura, Koji Tsuda Digital Discovery 1 3 295 302 https://doi.org/10.1039/d1dd00043h 2024-04-20 02:38:20 +0900 Paper 2022 12 間宮 広明, 寺田 典樹, 田村 亮 磁気熱量効果を効率的に利用する新規磁気冷凍材料 熱測定 49 2 79 85 https://doi.org/10.11311/jscta.49.2_79 2024-04-20 02:38:20 +0900 Paper 2022 13 Syun Izawa, Koki Kitai, Shu Tanaka, Ryo Tamura, Koji Tsuda Physical Review Research 4 2 https://doi.org/10.1103/physrevresearch.4.023062 2024-04-20 02:38:20 +0900 Paper 2022 14 Masato Sumita, Kei Terayama, Naoya Suzuki, Shinsuke Ishihara, Ryo Tamura, Mandeep K. Chahal, Daniel T. Payne, Kazuki Yoshizoe, Koji Tsuda Science Advances 8 10 https://doi.org/10.1126/sciadv.abj3906 2024-04-20 02:38:20 +0900 Paper 2022 15 Guillaume Deffrennes, Kei Terayama, Taichi Abe, Ryo Tamura A machine learning–based classification approach for phase diagram prediction Materials & Design 215 110497 https://doi.org/10.1016/j.matdes.2022.110497 2024-04-20 02:38:20 +0900 Paper 2022 16 田村 亮, 寺山 慧, 勝部 涼司, 野瀬 嘉太郎 機械学習による相図作成の効率化 応用物理 91 2 96 100 https://doi.org/10.11470/oubutsu.91.2_96 2024-04-20 02:38:20 +0900 Paper 2022 17 Kei Terayama, Kwangsik Han, Ryoji Katsube, Ikuo Ohnuma, Taichi Abe, Yoshitaro Nose, Ryo Tamura Acceleration of phase diagram construction by machine learning incorporating Gibbs' phase rule Scripta Materialia 208 114335 https://doi.org/10.1016/j.scriptamat.2021.114335 2024-04-20 02:38:20 +0900 Paper 2022 18 Ryo Tamura, Momo Matsuda, Jianbo Lin, Yasunori Futamura, Tetsuya Sakurai, Tsuyoshi Miyazaki Structural analysis based on unsupervised learning: Search for a characteristic low-dimensional space by local structures in atomistic simulations Physical Review B 105 7 https://doi.org/10.1103/physrevb.105.075107 2024-04-20 02:38:20 +0900 Paper 2022 19 Xiaolin Sun, Ryo Tamura, Masato Sumita, Kenichi Mori, Kei Terayama, Koji Tsuda Integrating Incompatible Assay Data Sets with Deep Preference Learning ACS Medicinal Chemistry Letters 13 1 70 75 https://doi.org/10.1021/acsmedchemlett.1c00439 2024-04-20 02:38:20 +0900 Paper 2021 1 田村 亮, 長谷 正司, 福島 孝治 機械学習によるハミルトニアン推定 日本物理学会誌 652 657 https://doi.org/10.11316/butsuri.76.10_652 2024-04-20 02:38:20 +0900 Paper 2021 2 隅田 真人, 寺山慧, 田村 亮, 津田 宏治 理論化学とブラックボックス最適化による物質探索 理論化学会誌 フロンティア 120 132 2024-04-20 02:38:20 +0900 Paper 2021 3 Hanxiao Xu, Koki Kitai, Kosuke Minami, Makito Nakatsu, Genki Yoshikawa, Koji Tsuda, Kota Shiba, Ryo Tamura Determination of quasi-primary odors by endpoint detection Scientific Reports 11 1 https://doi.org/10.1038/s41598-021-91210-6 2024-04-20 02:38:20 +0900 Paper 2021 4 Katsushige Inada, Hiroshi Kojima, Yukiko Cho-Isoda, Ryo Tamura, Gaku Imamura, Kosuke Minami, Takahiro Nemoto, Genki Yoshikawa Statistical Evaluation of Total Expiratory Breath Samples Collected throughout a Year: Reproducibility and Applicability toward Olfactory Sensor-Based Breath Diagnostics Sensors 21 14 4742 https://doi.org/10.3390/s21144742 2024-04-20 02:38:20 +0900 Paper 2021 5 Kei Terayama, Masato Sumita, Ryo Tamura, Koji Tsuda Black-Box Optimization for Automated Discovery Accounts of Chemical Research 54 6 1334 1346 https://doi.org/10.1021/acs.accounts.0c00713 2024-04-20 02:38:20 +0900 Paper 2021 6 Hongxin Wang, Han Zhang, Bo Da, Dabao Lu, Ryo Tamura, Kenta Goto, Ikumu Watanabe, Daisuke Fujita, Nobutaka Hanagata, Junko Kano, Tomoki Nakagawa, Masayuki Noguchi Mechanomics Biomarker for Cancer Cells Unidentifiable through Morphology and Elastic Modulus Nano Letters 21 3 1538 1545 https://doi.org/10.1021/acs.nanolett.1c00003 2024-04-20 02:38:20 +0900 Paper 2021 7 Ryo Tamura, Toshio Osada, Kazumi Minagawa, Takuma Kohata, Masashi Hirosawa, Koji Tsuda, Kyoko Kawagishi Machine learning-driven optimization in powder manufacturing of Ni-Co based superalloy Materials & Design 198 109290 https://doi.org/10.1016/j.matdes.2020.109290 2024-04-20 02:38:20 +0900 Paper 2021 8 Ryo Tamura, Yuki Takei, Shinichiro Imai, Maki Nakahara, Satoshi Shibata, Takashi Nakanishi, Masahiko Demura Experimental design for the highly accurate prediction of material properties using descriptors obtained by measurement Science and Technology of Advanced Materials: Methods 1 1 152 161 https://doi.org/10.1080/27660400.2021.1963641 2024-04-20 02:38:20 +0900 Paper 2020 1 Masatomo Sumiya, Masato Sumita, Yuya Asai, Ryo Tamura, Akira Uedono, Akitaka Yoshigoe Dynamic Observation and Theoretical Analysis of Initial O2 Molecule Adsorption on Polar and m-Plane Surfaces of GaN The Journal of Physical Chemistry C 124 46 25282 25290 https://doi.org/10.1021/acs.jpcc.0c07151 2024-04-20 02:38:20 +0900 Paper 2020 2 Kenji Homma, Yu Liu, Masato Sumita, Ryo Tamura, Naoki Fushimi, Junichi Iwata, Koji Tsuda, Chioko Kaneta Optimization of a Heterogeneous Ternary Li3PO4–Li3BO3–Li2SO4 Mixture for Li-Ion Conductivity by Machine Learning The Journal of Physical Chemistry C 124 24 12865 12870 https://doi.org/10.1021/acs.jpcc.9b11654 2024-04-20 02:38:20 +0900 Paper 2020 3 Kei Terayama, Masato Sumita, Ryo Tamura, Daniel T. Payne, Mandeep K. Chahal, Shinsuke Ishihara, Koji Tsuda Pushing property limits in materials discovery via boundless objective-free exploration Chemical Science 11 23 5959 5968 https://doi.org/10.1039/d0sc00982b 2024-04-20 02:38:20 +0900 Paper 2020 4 Ryo Tamura, Koji Hukushima, Akira Matsuo, Koichi Kindo, Masashi Hase "Data-driven determination of the spin Hamiltonian parameters and their uncertainties: The case of the zigzag-chain compound KCu4P3O12" Physical Review B 101 22 https://doi.org/10.1103/physrevb.101.224435 2024-04-20 02:38:20 +0900 Paper 2020 5 Ryoji Katsube, Kei Terayama, Ryo Tamura, Yoshitaro Nose Experimental Establishment of Phase Diagrams Guided by Uncertainty Sampling: An Application to the Deposition of Zn–Sn–P Films by Molecular Beam Epitaxy ACS Materials Letters 2 6 571 575 https://doi.org/10.1021/acsmaterialslett.0c00104 2024-04-20 02:38:20 +0900 Paper 2020 6 Xiaolin Sun, Zhufeng Hou, Masato Sumita, Shinsuke Ishihara, Ryo Tamura, Koji Tsuda Data integration for accelerated materials design via preference learning New Journal of Physics 22 5 055001 https://doi.org/10.1088/1367-2630/ab82b9 2024-04-20 02:38:20 +0900 Paper 2020 7 Koki Kitai, Jiang Guo, Shenghong Ju, Shu Tanaka, Koji Tsuda, Junichiro Shiomi, Ryo Tamura Designing metamaterials with quantum annealing and factorization machines Physical Review Research 2 1 https://doi.org/10.1103/physrevresearch.2.013319 2024-04-20 02:38:20 +0900 Paper 2020 8 Ryo Tamura, Makoto Watanabe, Hiroaki Mamiya, Kota Washio, Masao Yano, Katsunori Danno, Akira Kato, Tetsuya Shoji Materials informatics approach to understand aluminum alloys Science and Technology of Advanced Materials 21 1 540 551 https://doi.org/10.1080/14686996.2020.1791676 2024-04-20 02:38:20 +0900 Paper 2019 1 Kei Terayama, Koji Tsuda, Ryo Tamura Efficient recommendation tool of materials by an executable file based on machine learning Japanese Journal of Applied Physics 58 9 098001 https://doi.org/10.7567/1347-4065/ab349b 2024-04-20 02:38:20 +0900 Paper 2019 2 Masato Sumita, Ryo Tamura, Kenji Homma, Chioko Kaneta, Koji Tsuda Li-Ion Conductive Li3PO4-Li3BO3-Li2SO4 Mixture: Prevision through Density Functional Molecular Dynamics and Machine Learning Bulletin of the Chemical Society of Japan 92 6 1100 1106 https://doi.org/10.1246/bcsj.20190041 2024-04-20 02:38:20 +0900 Paper 2019 3 Ryo Tamura, Jianbo Lin, Tsuyoshi Miyazaki Machine Learning Forces Trained by Gaussian Process in Liquid States: Transferability to Temperature and Pressure Journal of the Physical Society of Japan 88 4 044601 https://doi.org/10.7566/jpsj.88.044601 2024-04-20 02:38:20 +0900 Paper 2019 4 Kei Terayama, Ryo Tamura, Yoshitaro Nose, Hidenori Hiramatsu, Hideo Hosono, Yasushi Okuno, Koji Tsuda Efficient construction method for phase diagrams using uncertainty sampling Physical Review Materials 3 3 https://doi.org/10.1103/physrevmaterials.3.033802 2024-04-20 02:38:20 +0900 Paper 2018 1 Masato Sumita, Xiufeng Yang, Shinsuke Ishihara, Ryo Tamura, Koji Tsuda Hunting for Organic Molecules with Artificial Intelligence: Molecules Optimized for Desired Excitation Energies ACS Central Science 4 9 1126 1133 https://doi.org/10.1021/acscentsci.8b00213 2024-04-20 02:38:20 +0900 Paper 2018 2 Kota Shiba, Ryo Tamura, Takako Sugiyama, Yuko Kameyama, Keiko Koda, Eri Sakon, Kosuke Minami, Huynh Thien Ngo, Gaku Imamura, Koji Tsuda, Genki Yoshikawa Functional Nanoparticles-Coated Nanomechanical Sensor Arrays for Machine Learning-Based Quantitative Odor Analysis ACS Sensors 3 8 1592 1600 https://doi.org/10.1021/acssensors.8b00450 2024-04-20 02:38:20 +0900 Paper 2018 3 Ryo Tamura, Koji Hukushima Bayesian optimization for computationally extensive probability distributions PLOS ONE 13 3 e0193785 https://doi.org/10.1371/journal.pone.0193785 2024-04-20 02:38:20 +0900 Paper 2017 1 Kota Shiba, Ryo Tamura, Gaku Imamura, Genki Yoshikawa Data-driven nanomechanical sensing: specific information extraction from a complex system Scientific Reports 7 1 https://doi.org/10.1038/s41598-017-03875-7 2024-04-20 02:38:20 +0900 Paper 2017 2 新井 亮祐, 田村 亮, 馬場 浩司, 福田 英史, 中込 秀樹, 沼澤 健則 室温磁気冷凍における最適冷凍サイクル探索 日本冷凍空調学会論文集 34 3 147 153 https://doi.org/10.11322/tjsrae.17-05_oa 2024-04-20 02:38:20 +0900 Paper 2017 3 Ryo Tamura, Koji Hukushima 磁化曲線からスピン間相互作用を推定する手法 Physical Review B 95 6 https://doi.org/10.1103/physrevb.95.064407 2024-04-20 02:38:20 +0900 Paper 2017 4 Teppei Suzuki, Ryo Tamura, Tsuyoshi Miyazaki 機械学習による結晶固体の力場：様々な温度へのトランスファラビリティ International Journal of Quantum Chemistry 117 1 33 39 https://doi.org/10.1002/qua.25307 2024-04-20 02:38:20 +0900 Paper 2016 1 Carlos Romero-Muñiz, Ryo Tamura, Shu Tanaka, Victorino Franco 二次相転移材料の磁気熱量効果解析におけるスケーリング則の適用性 Physical Review B 94 13 https://doi.org/10.1103/physrevb.94.134401 2024-04-20 02:38:20 +0900 Paper 2015 1 Masashi Hase, Haruhiko Kuroe, Vladimir Yu. Pomjakushin, Lukas Keller, Ryo Tamura, Noriki Terada, Yoshitaka Matsushita, Andreas Dönni, Tomoyuki Sekine Magnetic structure of the spin-1/2 frustrated quasi-one-dimensional antiferromagnet Cu3Mo2O9: Appearance of a partially disordered state Physical Review B 92 5 https://doi.org/10.1103/physrevb.92.054425 2024-04-20 02:38:20 +0900 Paper 2015 2 Saori Toyoizumi, Hideaki Kitazawa, Yukihiko Kawamura, Hiroaki Mamiya, Noriki Terada, Ryo Tamura, Andreas Dönni, Kengo Morita, Akira Tamaki クラスターグラス系Ho5Pd2における巨大磁気熱量効果の試料依存性 Journal of Applied Physics 117 17 17D101 https://doi.org/10.1063/1.4906296 2024-04-20 02:38:20 +0900 Paper 2014 1 Ryo Tamura, Shu Tanaka, Takahisa Ohno, Hideaki Kitazawa 磁気冷凍性能の磁気秩序構造依存性 Journal of Applied Physics 116 5 053908 https://doi.org/10.1063/1.4891803 2024-04-20 02:38:20 +0900 Paper 2014 2 Ryo Tamura, Takahisa Ohno, Hideaki Kitazawa 一般的な磁気冷凍手順 Applied Physics Letters 104 5 052415 https://doi.org/10.1063/1.4864161 2024-04-20 02:38:20 +0900 Paper 2013 1 Ryo Tamura, Shu Tanaka 競合する相互作用を持つ積層三角格子ハイゼンベルク模型における潜熱の積層相互作用依存性 Physical Review E 88 5 https://doi.org/10.1103/physreve.88.052138 2024-04-20 02:38:20 +0900 Paper 2013 2 Ryo Tamura, Shu Tanaka, Naoki Kawashima 三角格子上ハイゼンベルクモデルにおける連続相転移 Physical Review B 87 21 https://doi.org/10.1103/physrevb.87.214401 2024-04-20 02:38:20 +0900 Paper 2013 3 Shu Tanaka, Ryo Tamura パーコレーションクラスターのフラクタル次元のネットワーク成長ルール依存性 Journal of the Physical Society of Japan 82 5 053002 https://doi.org/10.7566/jpsj.82.053002 2024-04-20 02:38:20 +0900 Paper 2012 1 Shu Tanaka, Ryo Tamura, Hosho Katsura ハードコア格子ガスモデルにおけるエンタングルメント・スペクトル Physical Review A 86 3 https://doi.org/10.1103/physreva.86.032326 2024-04-20 02:38:20 +0900