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Author

Zaobao Liu

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Open access Sep 2026

Rockburst Intensity Prediction Using TabPFN with Ensemble Consistency-Based Data Quality Screening

Rockburst intensity prediction from heterogeneous engineering databases is constrained by small sample sizes and inconsistent grading practices across data sources. This study develops a framework that couples the pre-trained tabular foundation model TabPFN with ensemble consistency-based data quality screening and eva...

Lin-Hai Zhao, Yi-Xiao Yuan, Jia-You Jing et al. · 0 citations
Nov 2026

A Physics-Data Hybrid Model for Predicting Earth Pressure Evolution in Buried Horizontal Cylindrical Tanks

Buried horizontal cylindrical tanks are susceptible to stress instabilities, such as shell buckling and weld fatigue, under nonuniform ground settlement. Classical Terzaghi-based earth pressure theories simplify key parameters into static constants, rendering them inadequate for capturing the dynamic soil-tank inte...

Quanen Li, Yu Zhang, Sheng-Jie Di et al. · 0 citations

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