[PDF]
"From data-mining to nanotechnology and back:
The new problems of numerical linear algebra".
[Note: This is an updated version of the Modelling-09 talk
-- see below]
2009 SIAM Conference on Applied Linear Algebra Monterey, CA.
(Mini-Symposium on Density Functional Theory) Oct. 27th, 2009 [PDF]
"Nonlinear Subspace Iteration with applications to DFT"
Precond-09, Hong-Kong
August 25th, 2009
[PDF]
"Coarsening based algebraic multi-level
preconditioners" [note: 2nd half of this
talk is a non-technical presentation]
Modelling-09, Rosnov, Czech republic
June 22nd, 2009
[PDF]
"From data-mining to nanotechnology and back:
The new problems of numerical linear algebra"
NASCA-09, Agadir (Morroco)
May 20th, 2009
[PDF]
"Dimension reduction and graph based
methods in data mining"
Numan08, Kalamata (Greece).
Sept. 5th, 2008
[PDF]
"Efficient linear algebra methods in data mining"
Householder Symposium XVII, Zeuthen (Germany).
June 6th, 2008
[PDF]
"A brief tour of the spectral problems of data mining".
Fifth Montreal Scientific Computing Days, University of Montreal.
Montreal, Canada, April 30th-May 2nd, 2008.
"A tutorial on: Iterative Methods for Sparse Matrix Problems".
[PDF]
Lecture 1 (Sparse matrices, basics on reordeting, relaxation methods)
[PDF]
Lecture 2 (Projection methods, Krylov methods, standard preconditioners)
[*.tar.gz]
Matlab Demos for Lecture 3.
See also the somewhat more complete [if a little outdated]
Calais tutorial which I gave in
Calais in 2005.
Ninth IMACS Inter. Symp. on Iterative Methods, Lille (France).
March. 18th, 2008,
and Institut Camille Jordan, Lyon (France) March 25th :
[PDF]
"Preconditioning techniques for highly indefinite linear systems".
Workshop on Solution Methodologies for Scattering Problems, Pau (France).
Dec. 12th, 2007:
[PDF]
"Preconditioning techniques for highly indefinite systems".
Workshop ``Matrix Analysis and Applications,"
CIRM, Luminy, France.
Oct. 18th, 2007:
[PDF]
"Efficient Linear Algebra Methods in Data Mining"
University of Queensland, Brisbane, Australia ,
Sept. 21st, 2007:
[PDF] "Solving large eigenvalue problems in
electronic structure calculations"
Queensland Univ. of Technology, Brisbane, Australia ,
Sept. 14th, 2007: [PDF]
Recent progress in preconditioned Krylov
methods
Tutorial on
Iterative Methods for Large Sparse Matrix Problems
Calais, France, Jan 20--28, 2005
Calais Tutorial
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