Seminar Uncertainty Quantification - Summer 16: Difference between revisions

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| 00  
| 00  
| Introduction to UQ  (Forward vs. inverse, data input)
| Introduction to UQ  (Forward vs. inverse, data input)
| <!--April 27, 2015-->
| 26.04.16
| ---
| ---
| [[Tobias Neckel]]
| [[Tobias Neckel]]
Line 42: Line 42:
| 01  
| 01  
| Inverse Problems (without demo)
| Inverse Problems (without demo)
| t.b.a                
| ---                
| t.b.a
| ---
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
|-
|-
| 02  
| 02  
| Sampling Methods for Forward Propagation   
| Sampling Methods for Forward Propagation   
| t.b.a.                   
| 10.05.16                  
| t.b.a.
| Andreas Schaberl
| [[Ionut-Gabriel Farcas, M.Sc. | Ionut Farcas]]
| [[Ionut-Gabriel Farcas, M.Sc. | Ionut Farcas]]
|-
|-
| 03  
| 03  
| Polynomial Chaos 1: Theory
| Polynomial Chaos 1: Theory
| t.b.a.               
| 10.05.16                
| t.b.a. 
| Wei Tang
| [[Dipl.-Math. Benjamin Uekermann | Benjamin Uekermann]]
| [[Dipl.-Math. Benjamin Uekermann | Benjamin Uekermann]]
|-
|-
| 04  
| 04  
| Polynomial Chaos 2: Stochastic Galerkin
| Polynomial Chaos 2: Stochastic Galerkin
| t.b.a.             
| 24.05.16            
| t.b.a. 
| Jiho Yang
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
|-
|-
| 05  
| 05  
| Polynomial Chaos 3: Stochastic Collocation
| Polynomial Chaos 3: Stochastic Collocation
| t.b.a.           
| 24.05.16            
| t.b.a. 
| Jorge Andreas Salazar Maracho
| [[Dipl.-Math. Benjamin Uekermann | Benjamin Uekermann]]
| [[Dipl.-Math. Benjamin Uekermann | Benjamin Uekermann]]
|-
|-
| 06  
| 06  
| Sparse Grids (in UQ)
| Sparse Grids (in UQ)
| t.b.a.   
| 31.05.16  
| t.b.a.   
| David Zhang 
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
| [[Alfredo Parra Hinojosa, M.Sc. | Alfredo Parra ]]
|-
|-
| 07  
| 07  
| Karhunen-Loève Expansion   
| Karhunen-Loève Expansion   
| t.b.a.         
| 31.05.16        
| t.b.a. 
| Manuel Herrmann
| [[Ionut-Gabriel Farcas, M.Sc. | Ionut Farcas]]
| [[Ionut-Gabriel Farcas, M.Sc. | Ionut Farcas]]
|-
|-
| 08  
| 08  
| Application to Fluid Dynamics and beyond
| Application to Fluid Dynamics and beyond
| t.b.a.                       
| 14.06.16                        
| t.b.a. 
| Simeon Mahov
| Florian Künzner (flo.kuenzner@gmx.net)  
| Florian Künzner (flo.kuenzner@gmx.net)  
|-
|-
| 09 a
| 09 a
| Output pdf Reconstruction   
| Output pdf Reconstruction   
| t.b.a.                       
| 14.06.16                        
| t.b.a. 
| Qadeer Kahn
| [[Ionut-Gabriel Farcas, M.Sc. | Ionut Farcas]]
| [[Ionut-Gabriel Farcas, M.Sc. | Ionut Farcas]]
|-
|-
| 09 b
| 09 b
| UQ for RODE (SODE)   
| UQ for RODE (SODE)   
| t.b.a.                       
| 21.06.16                        
| t.b.a. 
| Juan Ignacio Adame
| [[Tobias Neckel]]
| [[Tobias Neckel]]
|-
|-
| 10  
| 10  
| UQ Frameworks
| UQ Frameworks
| t.b.a.   
| 21.06.16  
| t.b.a. 
| Vasileios Magioglou
| [[Tobias Neckel]]
| [[Tobias Neckel]]
|-
|-
| 11  
| 11  
| Closing Session  
| Closing Session  
| tbd
| 28.06.16
| -
| -
| -
| -
|-
|-
|}
|}

Revision as of 17:03, 29 February 2016

Term
Summer 16
Lecturer
Tobias Neckel, Alfredo Parra , Benjamin Uekermann, Ionut Farcas
Time and Place
Kick-off meeting: 20.01.2016, 14:30 - 15:30 room: 02.07.023, Slides
Presentations: t.b.d.
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 SS16



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

t.b.a.

Schedule

t.b.d.

Number Topic Date Student Supervisor
00 Introduction to UQ (Forward vs. inverse, data input) 26.04.16 --- Tobias Neckel
01 Inverse Problems (without demo) --- --- Alfredo Parra
02 Sampling Methods for Forward Propagation 10.05.16 Andreas Schaberl Ionut Farcas
03 Polynomial Chaos 1: Theory 10.05.16 Wei Tang Benjamin Uekermann
04 Polynomial Chaos 2: Stochastic Galerkin 24.05.16 Jiho Yang Alfredo Parra
05 Polynomial Chaos 3: Stochastic Collocation 24.05.16 Jorge Andreas Salazar Maracho Benjamin Uekermann
06 Sparse Grids (in UQ) 31.05.16 David Zhang Alfredo Parra
07 Karhunen-Loève Expansion 31.05.16 Manuel Herrmann Ionut Farcas
08 Application to Fluid Dynamics and beyond 14.06.16 Simeon Mahov Florian Künzner (flo.kuenzner@gmx.net)
09 a Output pdf Reconstruction 14.06.16 Qadeer Kahn Ionut Farcas
09 b UQ for RODE (SODE) 21.06.16 Juan Ignacio Adame Tobias Neckel
10 UQ Frameworks 21.06.16 Vasileios Magioglou Tobias Neckel
11 Closing Session 28.06.16 - -
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