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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Yoohyeon Kim

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Open access Aug 2026

Development of a Long-term Ground Settlement Prediction Model Using Physics-Informed Neural Networks

This study proposes a physics-informed neural network framework considering creep settlement (Creep-PINN) to accurately predict the long-term settlement behavior of soft clay deposits using only limited field measurements acquired during the early stage of embankment construction, thereby enabling efficient constructio...

Yoohyeon Kim, Chang-Ho Song, Yun-Tae Kim et al. · 0 citations

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