Conference Agenda

Session
S15.08: Uncertainty quantification
Time:
Thursday, 21/Feb/2019:
5:40pm - 6:40pm

Session Chair: Hanno Gottschalk
Location: HS 07

Presentations
5:40pm - 6:00pm

Uncertainty quantification and prediction error meta classification in semantic segmentation with deep neural networks

M. Rottmann1, P. Colling1, T.-P. Hack3, F. Hüger2, P. Schlicht2, H. Gottschalk1

1University of Wuppertal, Germany; 2Volkswagen Group Research, Germany; 3Leipzig University, Germany



6:00pm - 6:20pm

Bayesian multi-scale analysis of mechanical structures

B. Rosic1, M. Sarfaraz1, S. K. Shivanand1, A. Reege2, H. G. Matthies1

1TU Braunschweig, Germany; 2RWTH Aachen University, Germany



6:20pm - 6:40pm

Causality and Bayesian network PDEs for multiscale representations of porous media

E. J. Hall1, K. Um2, M. Katsoulakis3, D. Tartakovsky2

1RWTH Aachen University, Germany; 2Stanford University, USA; 3University of Massachusetts Amherst, USA