| Persistence diagrams with linear machine learning models I Obayashi, Y Hiraoka, M Kimura Journal of Applied and Computational Topology 1, 421-449, 2018 | 88 | 2018 |
| Hepatic tumor classification using texture and topology analysis of non-contrast-enhanced three-dimensional T1-weighted MR images with a radiomics approach A Oyama, Y Hiraoka, I Obayashi, Y Saikawa, S Furui, K Shiraishi, ... Scientific reports 9 (1), 8764, 2019 | 85 | 2019 |
| Origin of the mixed alkali effect in silicate glass Y Onodera, Y Takimoto, H Hijiya, T Taniguchi, S Urata, S Inaba, S Fujita, ... NPG Asia Materials 11 (1), 75, 2019 | 80 | 2019 |
| Volume-optimal cycle: Tightest representative cycle of a generator in persistent homology I Obayashi SIAM Journal on Applied Algebra and Geometry 2 (4), 508-534, 2018 | 79 | 2018 |
| Persistent homology analysis of craze formation T Ichinomiya, I Obayashi, Y Hiraoka Physical Review E 95 (1), 012504, 2017 | 75 | 2017 |
| Combinatorial-topological framework for the analysis of global dynamics J Bush, M Gameiro, S Harker, H Kokubu, K Mischaikow, I Obayashi, ... Chaos: An Interdisciplinary Journal of Nonlinear Science 22 (4), 2012 | 73 | 2012 |
| Structure and properties of densified silica glass: characterizing the order within disorder Y Onodera, S Kohara, PS Salmon, A Hirata, N Nishiyama, S Kitani, ... NPG Asia Materials 12 (1), 85, 2020 | 66 | 2020 |
| Understanding diffraction patterns of glassy, liquid and amorphous materials via persistent homology analyses Y Onodera, S Kohara, S Tahara, A Masuno, H Inoue, M Shiga, A Hirata, ... Journal of the Ceramic Society of Japan 127 (12), 853-863, 2019 | 59 | 2019 |
| Non-empirical identification of trigger sites in heterogeneous processes using persistent homology M Kimura, I Obayashi, Y Takeichi, R Murao, Y Hiraoka Scientific reports 8 (1), 3553, 2018 | 52 | 2018 |
| Persistent homology and materials informatics M Buchet, Y Hiraoka, I Obayashi Nanoinformatics, 75-95, 2018 | 52 | 2018 |
| Ultrahigh-pressure form of glass with dense pyrite-type crystalline homology M Murakami, S Kohara, N Kitamura, J Akola, H Inoue, A Hirata, Y Hiraoka, ... Physical Review B 99 (4), 045153, 2019 | 50 | 2019 |
| Continuation of point clouds via persistence diagrams M Gameiro, Y Hiraoka, I Obayashi Physica D: Nonlinear Phenomena 334, 118-132, 2016 | 45 | 2016 |
| Persistent homology analysis for materials research and persistent homology software: HomCloud I Obayashi, T Nakamura, Y Hiraoka journal of the physical society of japan 91 (9), 091013, 2022 | 42 | 2022 |
| Very sharp diffraction peak in nonglass-forming liquid with the formation of distorted tetraclusters C Koyama, S Tahara, S Kohara, Y Onodera, DR Småbråten, SM Selbach, ... NPG Asia Materials 12 (1), 43, 2020 | 33 | 2020 |
| Structural changes during glass formation extracted by computational homology with machine learning A Hirata, T Wada, I Obayashi, Y Hiraoka Communications Materials 1 (1), 98, 2020 | 28 | 2020 |
| Formation mechanism of a basin of attraction for passive dynamic walking induced by intrinsic hyperbolicity I Obayashi, S Aoi, K Tsuchiya, H Kokubu Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2016 | 27* | 2016 |
| Protein-folding analysis using features obtained by persistent homology T Ichinomiya, I Obayashi, Y Hiraoka Biophysical Journal 118 (12), 2926-2937, 2020 | 26 | 2020 |
| Flow estimation solely from image data through persistent homology analysis A Suzuki, M Miyazawa, JM Minto, T Tsuji, I Obayashi, Y Hiraoka, T Ito Scientific reports 11 (1), 17948, 2021 | 23 | 2021 |
| Fractal mechanism of basin of attraction in passive dynamic walking K Okamoto, S Aoi, I Obayashi, H Kokubu, K Senda, K Tsuchiya Bioinspiration & Biomimetics 15 (5), 055002, 2020 | 19 | 2020 |
| Common formation mechanism of basin of attraction for bipedal walking models by saddle hyperbolicity and hybrid dynamics I Obayashi, S Aoi, K Tsuchiya, H Kokubu Japan Journal of Industrial and Applied Mathematics 32, 315-332, 2015 | 16 | 2015 |
Hiraoka YasuakiKyoto UniversityVerified email at kyoto-u.ac.jp
