| A unified framework for multilevel uncertainty quantification in Bayesian inverse problems JB Nagel, B Sudret Probabilistic Engineering Mechanics 43, 68-84, 2016 | 99 | 2016 |
| Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: Application to urban drainage simulation JB Nagel, J Rieckermann, B Sudret Reliability Engineering & System Safety 195, 106737, 2020 | 63 | 2020 |
| Spectral likelihood expansions for Bayesian inference JB Nagel, B Sudret Journal of Computational Physics 309, 267-294, 2016 | 46 | 2016 |
| UQLab user manual–Bayesian inversion for model calibration and validation PR Wagner, J Nagel, S Marelli, B Sudret Chair of Risk, Safety and Uncertainty Quantification: ETH Zurich, Switzerland, 2019 | 38 | 2019 |
| Bayesian techniques for inverse uncertainty quantification JB Nagel IBK Bericht 504, 2019 | 33 | 2019 |
| Hamiltonian Monte Carlo and borrowing strength in hierarchical inverse problems JB Nagel, B Sudret ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2016 | 29 | 2016 |
| Development of probabilistic dam breach model using Bayesian inference SJ Peter, A Siviglia, J Nagel, S Marelli, RM Boes, D Vetsch, B Sudret Water Resources Research 54 (7), 4376-4400, 2018 | 28 | 2018 |
| Bayesian multilevel model calibration for inverse problems under uncertainty with perfect data JB Nagel, B Sudret Journal of Aerospace Information Systems 12 (1), 97-113, 2015 | 25 | 2015 |
| UQLab user manual–Bayesian inference for model calibration and inverse problems PR Wagner, J Nagel, S Marelli, B Sudret Report# UQLab-V1, 4-113, 2019 | 24 | 2019 |
| Uncertainty quantification in urban drainage simulation: fast surrogates for sensitivity analysis and model calibration JB Nagel, J Rieckermann, B Sudret arXiv preprint arXiv:1709.03283, 1-37, 2017 | 13 | 2017 |
| A Bayesian multilevel framework for uncertainty characterization and the NASA Langley multidisciplinary UQ challenge JB Nagel, B Sudret 16th AIAA Non-Deterministic Approaches Conference, 1502, 2014 | 10 | 2014 |
| Bayesian assessment of the compressive strength of structural masonry J Nagel, N Mojsilović, B Sudret Proceedings of the 12th International Conference on Applications of …, 2015 | 9 | 2015 |
| Probabilistic inversion for estimating the variability of material properties: A Bayesian multilevel approach J Nagel, B Sudret Proceedings of the 11th International Probabilistic Workshop, Brno 2013, 2013 | 5 | 2013 |
| Probabilistic inversion for estimating the variability of material properties: A Bayesian multilevel approach J Nagel, B Sudret Proceedings of the 11th International Probabilistic Workshop, Brno 2013, 2013 | 5 | 2013 |
| Probabilistic inversion for estimating the variability of material properties: A Bayesian multilevel approach J Nagel, B Sudret Proceedings of the 11th International Probabilistic Workshop, Brno 2013, 2013 | 5 | 2013 |
| Recent developments in surrogate modelling for uncertainty quantification B Sudret, K Konakli, CV Mai, S Marelli, J Nagel, R Schöbi 3rd International Conference on Vulnerability and Risk Analysis and …, 2018 | 4 | 2018 |
| A Bayesian multilevel approach to optimally estimate material properties JB Nagel, B Sudret Vulnerability, uncertainty, and risk: Quantification, mitigation, and …, 2014 | 3 | 2014 |
| Polynomial chaos-based metamodeling for solving inverse heat conduction problems JB Nagel, B Sudret First Pan American Congress on Computational Mechanics PANACM, 27-29, 2015 | 1 | 2015 |
| Spectral Likelihood Expansions and Nonparametric Posterior Surrogates JB Nagel, B Sudret SIAM Conference on Uncertainty Quantification (UQ 2016), 2016 | | 2016 |
| Nonparametric posterior surrogates based on spectral likelihood expansions and least angle regression J Nagel, B Sudret Proceedings of the European Congress on Computational Methods in Applied …, 2016 | | 2016 |
