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Shinya Fujiwara

Keio University

2-15-45 Mita

Minato-ku

Tokyo, 108-8345

Japan

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Scholarly Papers (1)

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Measurement of Secondary Dendrite Arm Spacing Using Deep Learning

Downloads 131 (580,653)

Measurement of Secondary Dendrite Arm Spacing Using Deep Learning

Number of pages: 19 Posted: 19 Aug 2025
Shinya Fujiwara, Machiko Ode, Yuta Kojima and Mayu Muramatsu
Keio University, National Institute for Materials Science, Keio University and Keio University
Downloads 69 (938,792)

Abstract:

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Dendrite, Secondary Dendrite Arm Spacing, Phase-field filtering, Hybrid training data, Deep learning, YOLO

Measurement of Secondary Dendrite Arm Spacing Using Deep Learning

Number of pages: 18 Posted: 09 Dec 2025
Shinya Fujiwara, Machiko Ode, Yuta Kojima and Mayu Muramatsu
Keio University, National Institute for Materials Science, Keio University and Keio University
Downloads 62 (976,517)

Abstract:

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Dendrite, Secondary Dendrite Arm Spacing, Phase-field filtering, Hybrid training data, Deep learning, YOLO