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Hiraoka Yasuaki
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Hierarchical structures of amorphous solids characterized by persistent homology
Y Hiraoka, T Nakamura, A Hirata, EG Escolar, K Matsue, Y Nishiura
Proceedings of the National Academy of Sciences 113 (26), 7035-7040, 2016
3652016
Persistence weighted Gaussian kernel for topological data analysis
G Kusano, Y Hiraoka, K Fukumizu
International conference on machine learning, 2004-2013, 2016
2282016
A topological measurement of protein compressibility
M Gameiro, Y Hiraoka, S Izumi, M Kramar, K Mischaikow, V Nanda
Japan Journal of Industrial and Applied Mathematics 32, 1-17, 2015
1912015
A topological measurement of protein compressibility
M Gameiro, Y Hiraoka, S Izumi, M Kramar, K Mischaikow, V Nanda
Japan Journal of Industrial and Applied Mathematics 32, 1-17, 2015
1912015
A topological measurement of protein compressibility
M Gameiro, Y Hiraoka, S Izumi, M Kramar, K Mischaikow, V Nanda
Japan Journal of Industrial and Applied Mathematics 32, 1-17, 2015
1912015
Persistent homology and many-body atomic structure for medium-range order in the glass
T Nakamura, Y Hiraoka, A Hirata, EG Escolar, Y Nishiura
Nanotechnology 26 (30), 304001, 2015
1342015
Pore configuration landscape of granular crystallization
M Saadatfar, H Takeuchi, V Robins, N Francois, Y Hiraoka
Nature communications 8 (1), 15082, 2017
1312017
Limit theorems for persistence diagrams
Y Hiraoka, T Shirai, KD Trinh
The Annals of Applied Probability 28 (5), 2740-2780, 2018
902018
Persistence diagrams with linear machine learning models
I Obayashi, Y Hiraoka, M Kimura
Journal of Applied and Computational Topology 1, 421-449, 2018
882018
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
852019
Rigorous numerics for global dynamics: A study of the Swift--Hohenberg equation
S Day, Y Hiraoka, K Mischaikow, T Ogawa
SIAM Journal on Applied Dynamical Systems 4 (1), 1-31, 2005
842005
Kernel method for persistence diagrams via kernel embedding and weight factor
G Kusano, K Fukumizu, Y Hiraoka
Journal of Machine Learning Research 18 (189), 1-41, 2018
832018
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
802019
Persistence modules on commutative ladders of finite type
EG Escolar, Y Hiraoka
Discrete & Computational Geometry 55, 100-157, 2016
762016
Persistent homology analysis of craze formation
T Ichinomiya, I Obayashi, Y Hiraoka
Physical Review E 95 (1), 012504, 2017
752017
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
662020
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
592019
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
522018
Persistent homology and materials informatics
M Buchet, Y Hiraoka, I Obayashi
Nanoinformatics, 75-95, 2018
522018
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
502019
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