Latest publications

Recently submitted

1. Pires, A. V., Moustapha, M., Marelli, S., Sudret,  B. , Reliability analysis of non-deterministic models using stochastic emulators (submitted).
2. Schär, S., Marelli, S., Sudret, B., Feature-centric nonlinear autoregressive models (submitted).
   
3. Giannoukou, K., Ascia, P., Marelli, S., Duddeck, F., Sudret, B., Exploring multi-fidelity noisy data: Methods and real-world examples (accepted).
4. Nardin, C., Marelli, S., Bursi, O. S., Sudret, B., Broccardo, M., UQ state-dependent framework for seismic fragility assessment of industrial components (submitted).
5. Giannoukou, K., Marelli, S., Sudret, B., Uncertainty-aware multi-fidelity surrogate modeling with noisy data (submitted).