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Input beam matching and beam dynamics design optimizations of the IsoDAR RFQ using statistical and machine learning techniques
Koser, D., Waites, L., Winklehner, D., Frey, M., Adelmann, A., & Conrad, J. (2022). Input beam matching and beam dynamics design optimizations of the IsoDAR RFQ using statistical and machine learning techniques. Frontiers in Physics, 10, 875889 (10 pp.). https://doi.org/10.3389/fphy.2022.875889
Quantitative assessment of uncertainties and sensitivities in the estimation of life loss due to the instantaneous break of a hypothetical dam in Switzerland
Kalinina, A., Spada, M., & Burgherr, P. (2021). Quantitative assessment of uncertainties and sensitivities in the estimation of life loss due to the instantaneous break of a hypothetical dam in Switzerland. Water, 13(23), 3414 (22 pp.). https://doi.org/10.3390/w13233414
Global sensitivity analysis on numerical solver parameters of particle-in-cell models in particle accelerator systems
Frey, M., & Adelmann, A. (2020). Global sensitivity analysis on numerical solver parameters of particle-in-cell models in particle accelerator systems. Computer Physics Communications, 258, 107577 (17 pp.). https://doi.org/10.1016/j.cpc.2020.107577
Metamodeling for uncertainty quantification of a flood wave model for concrete dam breaks
Kalinina, A., Spada, M., Vetsch, D., Marelli, S., Whealton, C., Burgherr, P., & Sudret, B. (2020). Metamodeling for uncertainty quantification of a flood wave model for concrete dam breaks. Energies, 13(14), 3685 (25 pp.). https://doi.org/10.3390/en13143685