Oberseminar Computational Dynamics
Profs. Bornemann/Junge
Im Sommersemester 2022 finden folgende Vorträge statt
| 31.05.22 |
16:00 |
Dr. Stefan Klus, University of Surrey |
02.10.011 |
Data-driven analysis of complex dynamical systems |
Title: Data-driven analysis of complex dynamical systems
Abstract: Many dimensionality and model reduction techniques rely on estimating dominant eigenfunctions of associated dynamical operators from data. Important examples include the Koopman operator and its generator, but also the Schrödinger operator. We will present kernel-based methods for the approximation of transfer operators and differential operators in reproducing kernel Hilbert spaces and show how eigenfunctions can be estimated by solving auxiliary matrix eigenvalue problems. We will illustrate the results with the aid of guiding examples and highlight potential applications in molecular dynamics, fluid dynamics, and quantum mechanics.
Im Wintersemester 2013/2014 fanden folgende Vorträge statt
| 12.02.14 |
14:00 |
Dr. Jan-Frederik Mennemann, TU Wien |
02.08.011 |
Optimal Control of Bose Einstein Condensates |
12.2.14: Optimal Control of Bose Einstein Condensates
We consider optimal control of Bose-Einstein condensates in magnetic
microtraps.
A Bose-Einstein condensate is a state of matter formed by bosons which
are cooled to temperatures very near to absolute zero.
The mean-field dynamics of a coherent Bose-Einstein condensate can be
described by the nonlinear time-dependent Gross-Pitaevskii equation.
The confining potential is parameterized by a single valued control
parameter lambda. Our aim is to find an optimal time evolution of lambda which steers the condensate from an intitial state at time zero to a desired state at
final time T. We define the objective of the control and review the optimality system.
To solve the state and adjoint equations we employ a time-splitting
spectral method or the classical Runge-Kutta method in combination with higher-order finite difference discretizations. Finally, we discuss different solvers for the minimum search to compute an optimal control. Up until now, this kind of quantum control problem has been considered in one spatial dimension only.
In this talk we explain the problems which arise if the full three-dimensional model
is considered and our strategy to solve these problems.
Im Wintersemester 2012/2013 fanden folgende Vorträge statt
|
Datum |*Zeit* |
Gast |*Raum* |
Thema |
| 04.02.13 |
17:15 |
Dominic Kohler, Siemens AG/TUM |
02.08.011 |
Cellular Probabilistic Automata - A Novel Method for Uncertainty Propagation |
| 28.01.13 |
17:15 |
Dr. Marco Sarich, FU Berlin |
02.08.011 |
Metastable Decompositions - About conformation dynamics and an application to modular networks |
| 01.10.12 |
17:00 |
Prof. Miroslav Tùma, Prag |
02.07.023 |
Preconditioning of Iterative Solvers for Linear Least-Squares Problems |
04.02.13: Cellular Probabilistic Automata - A Novel Method for Uncertainty Propagation
Abstract:
Development of real-time tools for uncertainty propagation is of increasing interest in industrial applications such as monitoring of infrastructure grids. However, it faces major challenges due to the complexity of the underlying models.
To meet these challenges we introduce a novel density based numerical method for uncertainty propagation under certain partial differential equation dynamics. The main idea is to translate them into objects that we call cellular probabilistic automata and to evolve the latter. The translation is achieved by state discretization as in set oriented numerics and the use of the locality concept from cellular automata theory. We develop the method at the example of initial value uncertainties under deterministic dynamics and prove a consistency result.
As an application we discuss arsenate transportation and adsorption in drinking water grids. For this purpose the novel method is extended to a model system of partial differential and algebraic equations, and our results are compared to Monte Carlo computations.
28.01.13: Metastable Decompositions - About conformation dynamics and an application to modular networks
Abstract:
Approximately 16 years ago, the idea emerged to construct Markov chain models for reversible, time-continuous Markov processes using metastable decompositions of the state space.
In the first part of the talk, we will show a functional analytic point of view, which interprets the approach as a discretization of the associated transfer operator by Galerkin projection. This will allow for an error analysis and adaptive refinement concepts for the discretization. Surprisingly, it will turn out that it is also possible to avoid such a refinement while even enhancing the approximation quality at the same time.
In the second part of the talk, we will discuss how one can use this framework for the analysis of modular networks. Particularly, we will outline an algothmic strategy for efficient module identification in networks and talk about the possibilities of hierarchical soft clustering.
Im Sommersemester 2012 fanden folgende Vorträge statt
| Datum |
Zeit |
Gast |
Raum |
Thema |
| 23.7.12 |
17:15 |
Prof. Dr. Holger Wendland, Universität Bayreuth |
02.08.011 |
Gitterfreie, kernbasierte Verfahren zur Lösung partieller Differentialgleichungen |
Im Wintersemester 2011/2012 fanden folgende Vorträge statt
Im Wintersemester 2010/2011 fanden folgende Vorträge statt
| Datum |
Zeit |
Gast |
Raum |
Thema |
| 26.10.10 |
13:00 |
Prof. Matthias Bolten, Bergische Universität Wuppertal |
02.07.023 |
Aggregation and smoothed aggregation-based multigrid methods for circulant and Toeplitz matrices |
| 8.11.10 |
17:00 |
Dr. Yiqui Dong, Helmholtz Zentrum München |
02.08.011 |
Multi-Scale Total Variation with Automated Regularization Parameter Selection for Image Restoration |
| 15.11.10 |
17:00 |
Cédric M. Campos, Instituto die Ciencias Matemáticas, Madrid, Spanien |
02.08.011 |
The ambiguity within Higher-Order Classical Field Theories |
| 16.11.10 |
13:00 |
Marco Donatelli, Universität Como, Italien |
02.07.023 |
Fast transforms for high order boundary conditions in image deblurring |
| 21.12.10 |
13:00 |
Boris Khoromskij, Max-Planck Institut, Leibzig |
02.07.023 |
Quantics-TT preconditioned and DMRG methods in high-dimensional quantum and stochastic computations |
| 10.03.11 |
17:00 |
Christine Tobler, ETH Zürich, Schweiz |
02.07.023 |
A Matlob Toolbox for tensors in hierarchical Tucker format and its application to the solution of high-dimensional linear systems |
Im Sommersemester 2010 fanden folgende Vorträge statt
Im Wintersemester 2009/2010 fanden keine Vorträge statt
Im Sommersemester 2009 fanden folgende Vorträge statt
Im Wintersemester 2008/2009 fanden folgende Vorträge im Seminarraum 02.08.011 statt
Im Sommersemester 08 fanden folgende Vorträge im Seminarraum 02.08.011 statt
Im Wintersemester 07/08 haben folgende Vorträge im Seminarraum 02.08.011 stattgefunden:
, GSF Umwelt und Gesundheit 