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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jing-Xuan Zhao

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2026

U-Net-Accelerated Indirect Boundary Element Method for Efficient Seismic Basin Amplification Simulation

The indirect boundary element method (IBEM) based on layered half-space Green’s functions (HSGFs) is a powerful tool for parametric studies of basin amplification effects. Once the HSGF is computed for a given basin model, simulating different source configurations can be accomplished in minutes. However, even a one-ti...

Zhong-Han Liu, Zhen-Ning Ba, Si-Wei Yu et al. · 0 citations
Review Sep 2026

Machine Learning for the Spatiotemporal Prediction of Seismic Ground Motion Fields: A State‐of‐the‐Art Review

Spatiotemporal prediction of seismic ground motion represents a critical scientific challenge in earthquake engineering and seismology, with important implications for seismic design, rapid post‐earthquake damage assessment, and emergency response. Traditional methods, which primarily rely on physics‐based simulation...

Jia-Xin Li, Zhen-Ning Ba, Jing-Xuan Zhao · 0 citations

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