Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
UM-Bridge: Bridging the Gap between Advanced UQ and Advanced Models from Prototype to HPC
L. Seelinger1, A. Reinarz2
1Karlsruhe Institute of Technology; 2Durham University, UK
9:10am - 9:30am
Combining noisy well data and expert knowledge in a Bayesian calibration of a flow model under uncertainties: an application to solute transport in the Ticino basin
E. Baker2, S. Manenti2, A. Reali1,2, G. Sangalli1,2, L. Tamellini1, S. Todeschini2
1CNR-IMATI, Italy; 2University of Pavia, Italy
9:30am - 9:50am
Bayesian data assimilation for complex wetting processes with transport maps and stochastic surrogates
H. Bonart1, Y. Marzouk2
1TU Darmstadt; 2Massachusetts Institute of Technology, USA
9:50am - 10:10am
Scale-bridging within a complex model hierarchy for investigation of an innovative circular energy economy by use of Bayesian model calibration
L. Gossel1, E. Corbean2, S. Dübal3, P. Brand1, J. Neumann4, M. Fricke1, H. Nicolai5, P. Stephan4, C. Hasse5, S. Hartl3, S. Ulbrich2, D. Bothe1
1Institute for Mathematical Modeling and Analysis, TU Darmstadt; 2Nonlinear Optimization Group, Department of Mathematics, TU Darmstadt; 3Optical Diagnostics and Renewable Energies Group, Darmstadt University of Applied Sciences; 4Institute for Technical Thermodynamics, TU Darmstadt; 5Institute for Simulation of reactive Thermo-Fluid Systems, TU Darmstadt
10:10am - 10:30am
Uncertainty of mechanical properties of short-fiber reinforced polymers manufactured by injection-molding process
B. Rohrmüller1, J. Hohe1, L. Kärger2, C. Beckmann1
1Fraunhofer IWM; 2Karlsruhe Institute of Technology
