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Hanying Bai on Muck Rack

Hanying Bai

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Articles

An explainable ensemble machine learning approach for coefficient of compressibility prediction of Chengdu clay

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By Tongtong Wang, Hanying Bai, Lihong Yang
| Nature Verified
Abstract Accurate prediction of the coefficient of compressibility (av) for regional clays remains a fundamental challenge in geotechnical engineering. Focusing on Chengdu clays, this study proposes a machine learning framework that integrates physically constrained data augmentation, differentiated hyperparameter optimization, and interpretability analysis.
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Mechanical response of randomly disposed and deep layered fill-soft soil composite foundation investigated via field loading tests - Scientific Reports

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By Hanying Bai
| Nature Verified
Abstract The construction method utilizing only drainage plates combined with direct surcharge preloading remains widely adopted in the construction and improvement of raw material storage yards on soft foundation soils along rivers and waterways. In such projects, the shallow fill layers are often designed as soft clayey strata.
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