Matthias G.R. Faes

发表的论文23 篇，按出版时间

1. 1
   Function-on-function nonlinear autoregressive model (F2NARX) for probabilistic surrogate modeling of stochastic dynamical systemsStructural Safety20270
2. 2
   Monotonicity-based uncertainty propagation in fault tree analysis of corrosion-induced vapor releaseJournal of Loss Prevention in the Process Industries20270
3. 3
   Physics-informed synchronous Transformer for fatigue reliability analysisReliability Engineering & System Safety20271
4. 4
   Active Bayesian support vector regression with importance sampling for rare event reliability analysisReliability Engineering & System Safety20262
5. 5
   Failure mode identification for dynamic stochastic systems using operator norm and parameter space sample searchReliability Engineering & System Safety20261
6. 6
   Reliability-aware collapse-resisting design of precast concrete beam–column joints using strengthened steel angles and high-strength boltsStructural Safety20260
7. 7
   Generative data-physics fusion for hierarchical reliability assessmentReliability Engineering & System Safety202637
8. 8
   Revisiting the cross entropy method for first-passage probability of Gaussian-process excited uncertain linear structural dynamic systemsReliability Engineering & System Safety20260
9. 9
   First excursion probability sensitivity in stochastic linear dynamics by means of multidomain line samplingReliability Engineering & System Safety20262
10. 10
    Active learning Kriging with functional dimension reduction for reliability analysis of stochastic dynamical systemsReliability Engineering & System Safety20263