Seminar Uncertainty Quantification - Summer 14: Difference between revisions

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Please find the material concerning the talks in the [http://www5.in.tum.de/lehre/seminare/uq/ss14/restricted/ restricted area].
Please find the material concerning the talks in the [http://www5.in.tum.de/lehre/seminare/uq/ss14/restricted/ restricted area].


= Topics =
= Schedule =
01) Introduction to UQ


02) Data Assimilation / Data Input
03) Sampling Methods in UQ 
04) Polynomial Chaos 1: Galerkin
05) Polynomial Chaos 2: Collocation
06) Sparse Grids (in UQ)
07) Karhunen-Loève Expansion (for UQ)
08) UQ for RODE (SODE)
09) UQ in Fluid Dynamics
10) UQ in Fluid-Structure Interaction
<!--
{| class="wikitable"
{| class="wikitable"
|-
|-
| '''Date''' || '''Description''' || '''Material'''
| '''Number''' || '''Topic''' || '''Date''' || '''Student''' || '''Supervisor'''  
|-  
|-
| 01
| Introduction to UQ 
| t.b.a.                   
| Apostolos Petalas
| [[Tobias Neckel]]
|-
| 02
| Sampling Methods in UQ 
| t.b.a.               
| Haris Jabbar 
| [[Tobias Neckel]]
|-
| 03
| Polynomial Chaos 1: Galerkin
| t.b.a.           
| Sebastian Stemmer
| [[Dipl.-Math. Benjamin Uekermann | Benjamin Uekermann]]
|-
| 04
| Polynomial Chaos 2: Collocation
| t.b.a.         
| Steffen Seckler
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
|-
| 05
| Data Assimilation / Data Input
| t.b.a.         
| Aleksandra Pachalieva
| [[Valeriy Khakhutskyy, M.Sc. | Valeriy Khakhutskyy]]
|-
| 06
| Sparse Grids (in UQ)
| t.b.a.
| Paul Sarbu 
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
|-
| 07
| Karhunen-Loève Expansion (for UQ) 
| t.b.a.     
| Ionut Farcas
| [[Dipl.-Math. Benjamin Uekermann | Benjamin Uekermann]]
|-
| 08
| UQ for RODE (SODE) 
| t.b.a.                   
| Nils Hoppe
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
|-
| 09
| UQ in Fluid Dynamics
| t.b.a.                   
| Robert Cebulla
| [[Tobias Neckel]]
|-
| 10
| UQ in Fluid-Structure Interaction
| t.b.a.
| t.b.a.
|| General introduction
| Ayman Saleem
||  
| [[Dipl.-Math. Benjamin Uekermann | Benjamin Uekermann]]
|-
|-
|}
|}
-->

Revision as of 08:56, 28 February 2014

Term
Summer 14
Lecturer
Tobias Neckel, Alfredo Parra , Benjamin Uekermann
Time and Place
Kick-off meeting: 28.01.2014 14:30-15:30 room: 02.07.023. Slides
Presentations: t.b.a.
Audience
Students from Master Computational Science and Engineering (IN2183), Informatics (IN2107), and Mathematics (MA6015)
Tutorials
-
Exam
-
Semesterwochenstunden / ECTS Credits
4 ECTS (CSE, IN), 3 ECTS (MA), volume of work will be adapted
TUMonline
UQ Seminar SS14



News

  • All information will be presented at the kick-off meeting (see above), please attend this meeting if you are interested in this seminar.
  • Max. number of participants: 10
  • The seminar will be completely in English, so the students also have to give their talks and to write their papers in English.

Basics in Stochastics

For the seminar, some basic knowledge in Stochastic in requested. To bridge some lack of knowledge, we want to refer to the following literature:

  • The chapter on Stochastic basics in Random Differential Equations in Scientific Computing (open access)
  • The chapter on Stochastic basics in Uncertainty Quantification: Theory, Implementation, and Applications. Ralph C. Smith. We have 2 exemplars to borrow or copy from.
  • For a wider background: H.-O. Georgii: Stochastik. Einführung in die Wahrscheinlichkeitstheorie und Statistik. de Gruyter, 2009. eBook link, there is also an English version.

Presentations

Please find the material concerning the talks in the restricted area.

Schedule

Number Topic Date Student Supervisor
01 Introduction to UQ t.b.a. Apostolos Petalas Tobias Neckel
02 Sampling Methods in UQ t.b.a. Haris Jabbar Tobias Neckel
03 Polynomial Chaos 1: Galerkin t.b.a. Sebastian Stemmer Benjamin Uekermann
04 Polynomial Chaos 2: Collocation t.b.a. Steffen Seckler Alfredo Parra
05 Data Assimilation / Data Input t.b.a. Aleksandra Pachalieva Valeriy Khakhutskyy
06 Sparse Grids (in UQ) t.b.a. Paul Sarbu Alfredo Parra
07 Karhunen-Loève Expansion (for UQ) t.b.a. Ionut Farcas Benjamin Uekermann
08 UQ for RODE (SODE) t.b.a. Nils Hoppe Alfredo Parra
09 UQ in Fluid Dynamics t.b.a. Robert Cebulla Tobias Neckel
10 UQ in Fluid-Structure Interaction t.b.a. Ayman Saleem Benjamin Uekermann
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