Kaiserslautern / September 26, 2018 - September 28, 2018
Uncertainty Quantification
International Autumn Workshop of the Felix Klein Academy
International Autumn Workshop of the Felix Klein Academy
Complex processes in nature and technology often do not proceed as expected. Can their behavior still be predicted? Mathematicians are currently working on finding quantitative descriptions for situations with many unknown parameters.
Multilevel Monte Carlo Methods, Markov Chain Monte Carlo Methods, as well as tensor decomposition and Deep Learning methods for multivariate function approximation, are among the most advanced and efficient methods for Uncertainty Quantification.
Three international experts from the United States, Great Britain and Russia will provide survey talks and current research topics with particular emphasis on how to cope with uncertainty. The objective of the International Autumn Workshop of the Felix Klein Academy is to stimulate research and to discuss applications.
These experts present their recent research work:
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM
Fraunhofer-Platz 1
67663 Kaiserslautern
Alle Interessenten sind herzlich zu den Vorträgen eingeladen. Eine Anmeldung ist nicht nötig, die Veranstaltung ist kostenfrei.
English
Wednesday, 26th September
8:45 | Opening Words by Oleg Iliev and Karl-Heinz Küfer |
9:00 | Robert Scheichl: Rien ne va plus: Multilevel Monte Carlo Methods, Part I |
9:45 | Robert Scheichl: Rien ne va plus: Multilevel Monte Carlo Methods, Part II |
10:30 | Coffee Break |
11:00 | Ivan Oseledets: Multivariate Function Approximation Methods and Tools |
11:45 | Lunch |
13:45 | Social Event (only with personal invitation) |
Thursday, 27th September
9:00 | Yalchin Efendiev: Multiscale and Upscaling Methods for Deterministic and Stochastic Problems, Part I |
9:45 | Yalchin Efendiev: Multiscale and Upscaling Methods for Deterministic and Stochastic Problems, Part II |
10:30 | Coffee Break |
11:00 | Robert Scheichl: Rien ne va plus: Multilevel Monte Carlo Methods, Part III |
11:45 | Lunch |
Fryday, 28th September
9:00 | Ivan Oseledets: Multivariate Function Approximation Methods and Tools (Tensor Decompositions) |
9:45 | Ivan Oseledets: Multivariate Function Approximation Methods and Tools (Deep Learning Methods) |
10:30 | Coffee Break |
11:00 | Yalchin Efendiev: Data Integration in Multiscale Methods |
11:45 | Lunch |