2 papers
cs.CE2025
Surrogate Structure-Specific Probabilistic Dynamic Responses of Bridge Portfolios using Deep Learning with Partial Information
Chunxiao Ning, Yazhou Xie
Predicting region-wide structural responses under seismic shaking is essential for enhancing the effectiveness of earthquake engineering task forces such as earthquake early warnin…
cs.LG2024
Deep Learning in Earthquake Engineering: A Comprehensive Review
Yazhou Xie
This article surveys the growing interest in utilizing Deep Learning (DL) as a powerful tool to address challenging problems in earthquake engineering. Despite decades of advanceme…