Applied/ACMS: Difference between revisions
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|[https://www.cs.cornell.edu/~damle/ Anil Damle] (Cornell) | |[https://www.cs.cornell.edu/~damle/ Anil Damle] (Cornell) | ||
| | |Fine-grained Theory and Hybrid Algorithms for Randomized Numerical Linear Algebra | ||
|Li | |Li | ||
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Revision as of 00:52, 11 September 2024
Applied and Computational Mathematics Seminar
- When: Fridays at 2:25pm (except as otherwise indicated)
- Where: 901 Van Vleck Hall
- Organizers: Maurice Fabien, Chris Rycroft, and Saverio Spagnolie,
- To join the ACMS mailing list: Send mail to acms+subscribe@g-groups.wisc.edu.
Fall 2024
| Date | Speaker | Title | Host(s) |
|---|---|---|---|
| Sep 13 | Nan Chen (UW) | Intro. to Uncertainty Quantification (UQ) (tutorial) | Spagnolie |
| Sep 20 | Katie Newhall (UNC Chapel Hill) | Rycroft | |
| Sep 27 | Indresan Govender (Mintek / Univ. of KwaZulu-Natal, South Africa) | Rycroft | |
| Oct 4* | Hongfei Chen (Tulane) | Jean-Luc | |
| Oct 11 Colloquium in B239 at 4:00pm | Mikaela Iacobelli (ETH/IAS) | TBA | Li |
| Oct 18 Colloquium in B239 at 4:00pm | Guillaume Bal (U Chicago) | TBA | Li, Stechmann |
| Oct 25 | Anil Damle (Cornell) | Fine-grained Theory and Hybrid Algorithms for Randomized Numerical Linear Algebra | Li |
| Nov 1 | Michael Sprague (NREL) | TBA | Spagnolie |
| Nov 8 | Miranda Holmes-Cerfon (UBC) | Stechmann | |
| Nov 15* | Yue Sun (UW–Madison) | Rycroft | |
| Nov 22 | Ondrej Maxian (U Chicago) | TBA | Ohm & Spagnolie |
| Nov 29* | Thanksgiving | ||
| Dec 6 | Ido Lavi (Flatiron) | TBA | Spagnolie |
Dates marked with an asterisk correspond to home football games of the UW–Madison Badgers. On these dates it can be difficult to get a hotel room close to campus at short notice.
Abstracts
Nan Chen (UW–Madison)
Title: Taming Uncertainty in a Complex World: The Rise of Uncertainty Quantification -- A Tutorial for Beginners
I will provide a tutorial about uncertainty quantification (UQ) for those who have no background but are interested in learning more about this area. The talk will exploit many elementary examples, which are understandable to graduate students and senior undergraduates, to present the ideas of UQ. Topics include characterizing uncertainties using information theory, UQ in linear and nonlinear dynamical systems, UQ via data assimilation, the role of uncertainty in diagnostics, and UQ in advancing efficient modeling. The surprisingly simple examples in each topic explain why and how UQ is essential. Both Matlab and Python codes have been made available for these simple examples.
Anil Damle (Cornell)
Title: Fine-grained Theory and Hybrid Algorithms for Randomized Numerical Linear Algebra
Randomized algorithms have gained increased prominence within numerical linear algebra and they play a key role in an ever-expanding range of problems driven by a breadth of scientific applications. In this talk we will explore two aspects of randomized algorithms by (1) providing experiments and accompanying theoretical analysis that demonstrate how their performance depends on matrix structures beyond singular values (such as coherence of singular subspaces), and (2) showing how to leverage those insights to build hybrid algorithms that blend favorable aspects of deterministic and randomized methods. A focus of this talk will be on methods that approximate matrices using subsets of columns. Relevant motivating applications will be discussed and numerical experiments will illuminate directions for further research.
Future semesters
Archived semesters
- Spring 2024
- Fall 2023
- Spring 2023
- Fall 2022
- Spring 2022
- Fall 2021
- Spring 2021
- Fall 2020
- Spring 2020
- Fall 2019
- Spring 2019
- Fall 2018
- Spring 2018
- Fall 2017
- Spring 2017
- Fall 2016
- Spring 2016
- Fall 2015
- Spring 2015
- Fall 2014
- Spring 2014
- Fall 2013
- Spring 2013
- Fall 2012
- Spring 2012
- Fall 2011
- Spring 2011
- Fall 2010
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