Publications

Theses

  • “Bayesian techniques for inverse uncertainty quantification”. PhD Thesis, ETH Zürich, 2017. doi:10.3929/ethz-a-010835772

  • “Lattice Quantum Chromodynamics on GPUs”. Diploma Thesis, University of Bonn, 2011.

Papers

  • Sun, Li, Nagel and Yang. “Convergence of AI and urban emergency responses: Emerging pathway toward resilient and equitable communities”. Appl. Sci., 14(17):7949, 2024. doi:10.3390/app14177949

  • Nagel, Rieckermann and Sudret. “PCA and sparse PCEs for global sensitivity analysis and model calibration: Application to urban drainage simulation”. Reliab. Eng. Syst. Saf., 195:106737:1–16, 2020. doi:10.1016/j.ress.2019.106737

  • Peter, Siviglia, Nagel, Marelli, Boes, Vetsch and Sudret. “Development of probabilistic dam breach model using Bayesian inference”. Water Resour. Res., 54(7):4376–4400, 2018. doi:10.1029/2017WR021176

  • Nagel and Sudret. “Spectral likelihood expansions for Bayesian inference”. J. Comput. Phys., 309:267–294, 2016. doi:10.1016/j.jcp.2015.12.047

  • Nagel and Sudret. “Hamiltonian Monte Carlo and borrowing strength in hierarchical inverse problems”. ASCE-ASME J. Risk Uncertainty Eng. Syst., Part A: Civ. Eng., 2(3):B4015008:1–12, 2016. doi:10.1061/AJRUA6.0000847

  • Nagel and Sudret. “A unified framework for multilevel uncertainty quantification in Bayesian inverse problems”. Probab. Eng. Mech., 43:68–84, 2016. doi:10.1016/j.probengmech.2015.09.007

  • Nagel and Sudret. “Bayesian multilevel model calibration for inverse problems under uncertainty with perfect data”. J. Aerosp. Inf. Syst., 12(1):97–113, 2015. doi:10.2514/1.I010264

  • Nagel, Mojsilovic and Sudret. “Bayesian assessment of the compressive strength of structural masonry”. ICASP 2015. Vancouver, Canada, July 12–15, 2015. doi:10.14288/1.0076072

  • Nagel and Sudret. “A Bayesian multilevel framework for uncertainty characterization and the NASA Langley multidisciplinary UQ challenge”. SciTech 2014. National Harbor, Maryland, USA, January 13–17, 2014. doi:10.2514/6.2014-1502