Convolutional variational autoencoder for ground motion classification and generation toward efficient seismic fragility assessment. - Chunxiao Ning; Yazhou Xie (Comput. Aided Civ. Infrastructure Eng., 2024)

Surrogate Structure-Specific Probabilistic Dynamic Responses of Bridge Portfolios using Deep Learning with Partial Information. - Chunxiao Ning; Yazhou Xie (CoRR, 2025)