297 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- ETH ZurichCH15 papers
- Technical University of MunichDE3 papers
- Institute of GeophysicsRU2 papers
- Swiss Seismological ServiceCH2 papers
- Agence Nationale pour la Gestion des Déchets RadioactifsFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- China Earthquake AdministrationCN1 paper
- Earthquake Engineering Research InstituteUS1 paper
- Institut des Sciences de la TerreFR1 paper
- Laboratoire d'Acoustique de l'Université du MansFR1 paper
- Laboratoire de Physique et Modélisation des Milieux CondensésFR1 paper
- Seoul National UniversityKR1 paper
3 papers · 2 filters
Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: application to urban drainage simulation
Joseph B. Nagel, Jörg Rieckermann, Bruno Sudret
This paper presents an efficient surrogate modeling strategy for the uncertainty quantification and Bayesian calibration of a hydrological model. In particular, a process-based dyn…
An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis
S. Marelli, B. Sudret
Polynomial chaos expansions (PCE) have seen widespread use in the context of uncertainty quantification. However, their application to structural reliability problems has been hind…
Hamiltonian Monte Carlo Methods for Subset Simulation in Reliability Analysis
Ziqi Wang, Marco Broccardo, Junho Song
This paper studies a non-random-walk Markov Chain Monte Carlo method, namely the Hamiltonian Monte Carlo (HMC) method in the context of Subset Simulation used for structural reliab…