- https://doi.org/10.1016/j.strusafe.2026.102698
Ensemble-based uncertainty quantification and decomposition of probabilistic surrogate models using Bayesian neural networks
- Jul 1, 2026
- Structural Safety
- Jaehwan Jeon +2 more
Abstract
Ensemble-based uncertainty quantification and decomposition of probabilistic surrogate models using Bayesian neural networks
- # Stochastic Ground Motions
- # Bayesian Neural Networks
- # Epistemic Uncertainty
- # Complex Engineering Applications
- # Uncertainty Quantification
- # Model-form Uncertainty
- # One-dimensional Example
- # Stochastic Motions
- # Synthetic Benchmarks
- # Inherent Variability
