Joseph B. Nagel

A unified framework for multilevel uncertainty quantification in Bayesian inverse problems

Joseph B. Nagel, Bruno Sudret · Probabilistic Engineering Mechanics · 2015 · 100 citations

Computing, Mathematics, Bayesian Data Analysis +14

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 · Reliability Engineering & System Safety · 2019 · 89 citations · Full text

Natural Resources, Computational Engineering, Hydrology +17

Spectral likelihood expansions for Bayesian inference

Joseph B. Nagel, Bruno Sudret · Journal of Computational Physics · 2016 · 37 citations · Full text

Natural Sciences, Mathematics, Probability Theory +9

Development of Probabilistic Dam Breach Model Using Bayesian Inference

Samuel J. Peter, Annunziato Siviglia, Joseph B. Nagel et al. · Water Resources Research · 2018 · 30 citations · Full text

Computing, Civil Engineering, Bayesian Data Analysis +16

Hamiltonian Monte Carlo and Borrowing Strength in Hierarchical Inverse Problems

Joseph B. Nagel, Bruno Sudret · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering · 2015 · 28 citations

Computing, Materials Engineering, Materials Science +17