arxivcs.LGcs.AIcs.CE2026-06-30
Dual-domain fused LSTM modeling for efficient time-dependent reliability analysis
Yixin Zhang, Mingyang Li, Zichao Jiang
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 complex inte…