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persistent homology (1)
dendrite growth (1)
free energy (1)
interpretable machine learning (1)
structure-process linkage (1)
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Creative Commons BY Attribution 4.0 International (1)
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Resource type: Journal article
Keyword: interpretable machine learning
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Linking structure and process in dendritic growth using persistent homology with energy analysis
Journal article
Creator
Misato Tone
(author) (
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)
Department of Material Science and Technology, Tokyo University of Science
Misato Tone
;
Shunsuke Sato
(author) (
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)
Department of Material Science and Technology, Tokyo University of Science
Shunsuke Sato
;
Sotaro Kunii
(author) (
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Department of Material Science and Technology, Tokyo University of Science
Sotaro Kunii
;
Ippei Obayashi
(author) (
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Center for Artificial Intelligence and Mathematical Data Science, Okayama University
Ippei Obayashi
;
Yasuaki Hiraoka
(author) (
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)
Kyoto University Institute for Advanced Study, Kyoto University
Yasuaki Hiraoka
;
Yui Ogawa
(author) (
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)
NTT Basic Research Laboratories, Atsugi
Yui Ogawa
;
Hirokazu Fukidome
(author) (
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)
Research Institute of Electrical Communication, Tohoku University
Hirokazu Fukidome
;
Alexandre Lira Foggiatto
(author) (
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Department of Material Science and Technology, Tokyo University of Science
Alexandre Lira Foggiatto
;
Chiharu Mitsumata
(author) (
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Department of Material Science and Technology, Graduate school of Pure and Applied Science, University of Tsukuba, Tokyo University of Science
Chiharu Mitsumata
;
Ryunsuke Nagaoka
(author) (
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)
Department of Material Science and Technology, Tokyo University of Science
Ryunsuke Nagaoka
;
Arpita Varadwaj
(author) (
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Department of Material Science and Technology, Tokyo University of Science
Arpita Varadwaj
;
Iwao Matsuda
(author) (
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Institute for Solid State Physics, The University of Tokyo, Kashiwa
Iwao Matsuda
;
Masato Kotsugi
(author) (
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Department of Material Science and Technology, Tokyo University of Science
Masato Kotsugi
Keyword
structure-process linkage
,
persistent homology
,
dendrite growth
,
interpretable machine learning
,
free energy
Date published
2025-12-31
Updated at
2025-07-18 10:20:37 +0900
Keyword
persistent homology
(1)
dendrite growth
(1)
free energy
(1)
interpretable machine learning
(1)
structure-process linkage
(1)
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