arXiv cs.LG
· Papers
Dual-domain fused LSTM modeling for efficient time-dependent reliability analysis
arXiv:2607.18291v1 Announce Type: new Abstract: Time-dependent reliability analysis is crucial for ensuring the long-term safety and performance of engineering systems under uncertainties. However, traditional surrogate model methods often struggle to incorporate time-independent random variables and capture their comp