1978 - M. Sc., Faculty of Mathematics and Mechanics, Sofia University
Degrees:
1981 - Researcher III, Center for Transport Cybernetics
1983 - Researcher II, Center for Transport Cybernetics
1984 - Ph. D. - Bulgarian Academy of Science
1985 - Researcher I, Center for Transport Cybernetics
1990 - Assoc. Prof., Center for Inf. &Comp. Comp. Techn.
2002 - D.Sc. - Bulgarian Academy of Science
2003 - Professor, Institute for Parallel Processing
Fields of Research
Large-Scale Scientific Computing and Parallel Algorithms.
Numerical Methods for Partial Differential Equations (Finite Difference
Schemes and Finite Element Method).
Computational Linear Algebra (Iterative Methods and Algorithms, Preconditioning,
Sparse Matrices).
Large-Scale Computing of Environmental Problems.
Memberships in Professional Organizations:
Union of the Bulgarian Mathematicians
Union of the Bulgarian Scientists
American Mathematical Society
Languages:
English
Russian
LIST OF RECENT PUBLICATIONS:
Journal Papers:
S. Margenov, J. Maubach, Optimal algebraic multilevel preconditioning for
local refinement along a line, Numerical Linear Algebra with Applications,
2 (1995), 317-334
R.E. Ewing, O.P. Iliev, S.D. Margenov, P.S. Vassilevski, Numerical study
of three multilevel preconditioners for solving 2D Navier - Stokes equations,
Comput. Methods Appl. Mech. Engrg., 121 (1995), 177 - 186
R. Ewing, S. Margenov, P. Vassilevski, {\it Preconditioning the biharmonic
equation by multilevel iterations}, Mathematika Balcanica, 10 (1996), 121-132
I. Lirkov, S. Margenov, L. Zikatanov, Circulant block--factorization preconditioning
of anisotropic problems, Computing, 58(3) (1997), 245-258
T. Chan, S. Margenov, P. Vassilevski, Performance of block--ILU factorization
preconditioners based on block-size reduction for 2D elasticity systems,
SIAM J. Sci. Comp., 18(1997), 1355-1366
S. Margenov, Semicoarsening AMLI algorithms for elasticity problems, Numerical
Linear Algebra with Applications, 5 (1998), 347 - 362
A. Georgiev, S. Margenov, M. Neytcheva, Multilevel algorithms for 3D simulation
of nonlinear elasticity problems, Mathematics and Computers in Simulation,
50 (1999), 175-182
I. Lirkov, S. Margenov, MPI parallel implementation of CBF preconditioning
for 3D elasticity problems, Mathematics and Computers in Simulation, 50
(1999), 247-254
T. Kolev, S. Margenov, Two-level preconditioning of pure displacement non-conforming
FEM systems, Numerical Linear Algebra with Applications, 6 (1999), 533-555
O. Axelsson, S. Margenov, On multilevel preconditioners which are optimal
with respect to both problem and discretization parameters,
Computational Methods in Applied Mathematics, Vol. 3 (1) (2003),
6-22
G. Bencheva, S. Margenov, Parallel incomplete factorization
preconditioning of rotated linear FEM systems, Journal of Computational
and Applied Mechanics, V.4(2) (2003), 105-117
G. Bencheva, S. Margenov, Performance analysis of parallel MIC(0)
preconditioning of rotated bilinear nonconforming FEM systems,
Mathematica Balkanica, Vol. 17 (3-4) (2003), 319-335.
R. Blaheta, S. Margenov, M.Neytcheva, Uniform estimate of the constant
in the strengthened CBS inequality for anisotropic non-conforming
FEM systems, Numerical Linear Algebra with Applications, Vol. 11 (4) (2004),
309-326
I. Georgiev, S. Margenov, DD-MIC(0) preconditioning of rotated trilinear
FEM elasticity systems, Journal of Computer Assisited Mechanics and
Engineering Sciences, 11 (2004), 197-209
Conference Proceedings Papers and Reports:
S. Margenov, L. Xanthis, L. Zikatanov, On the optimality of the semicoarsening
AMLI algorithm, Iterative Methods in Linear Algebra, II, IMACS Series in
Computational and Applied Mathematics, New Jersey, USA, Vol.3(1996), 270-279
S. Margenov, Semicoarsening AMLI algorithms for elasticity problems, AMLI'96,
Proceedings of the Conference on Algebraic Multilevel Iteration Methods
with Applications, KUN, The Netherlands, Vol.2(1996),179-194
I. Lirkov, S. Margenov, Parallel complexity of conjugate gradient method
with circulant preconditioners, PARCELLA'96, Academie Verlag, Mathematical
Research, Vol.96(1996), 279-292
I. Lirkov, S. Margenov, Displacement decomposition circulant preconditioners
for almost incompressible 2d elasticity systems, LNCS 1196, Numerical Analysis
and its Applications, Springer Verlag (1997), 292-299
A. Georgiev, S. Margenov, P.S. Vassilevski, L. Zikatanov, Applications
of the block-size reduction BILU algorithm for 3D simulation of pile foundations,
Geomechanics 96, Z. Rakovski ed., Balcemma, Rotherdam (1997), 153-158
I. Lirkov, S. Margenov, M. Paprzycki, R. Owens, A shared memory parallel
implementation of block circulant preconditioners, Large-Scale Scientific
Computations of Engineering and Environmental Problems, M. Griebel, O.
Iliev, S. Margenov, P.S. Vassilevski, eds., Notes on Numerical Fluid Mechanics,
V 62, VIEWEG(1998), 319-328
A. Georgiev, S. Margenov, BSR BILU preconditioning for 3D simulation of
pile foundation systems in nonlinear media, Large-Scale Scientific Computations
of Engineering and Environmental Problems, M. Griebel, O. Iliev, S. Margenov,
P.S. Vassilevski, eds., Notes on Numerical Fluid Mechanics, V 62, VIEWEG(1998),
219-228
S. Margenov, P.S. Vassilevski, Algebraic two-level preconditioning of non-conforming
FEM systems, Large-Scale Scientific Computations of Engineering and Environmental
Problems, M. Griebel, O. Iliev, S. Margenov, P.S. Vassilevski, eds., Notes
on Numerical Fluid Mechanics, V 62, VIEWEG (1998), 239-248
T. Kolev, S. Margenov, Two-level preconditioning of elasticity non-conforming
FEM systems, Proceedings of IMMB'98, O. Axelsson, M. Neytcheva, B. Polman,
eds., KUN, The Netherlands (1998), 79-84
I. Lirkov, S. Margenov, M. Paprzycki, Parallel solution of 2D elliptic
PDE's on Silicon Graphics supercomputers, Proceedings of the 10th IASTED
International Conference on Parallel and Distributed Computing and Systems,
Las Vegas, Nevada, IASTED Press, Calgary (1998), 575-580
I. Lirkov, S. Margenov, Parallel complexity of conjugate gradient method
with circulant block-factorization preconditioners for 3D elliptic problems,
Recent advances in numerical methods and applications, O. Iliev, M. Kaschiev,
S. Margenov, Bl. Sendov, P. Vassilevski, eds., World scientific, Singapore
(1999), 455-463
T. Kolev, S. Margenov, Multilevel HB preconditioning of non-conforming
FEM systems, Recent advances in numerical methods and applications, O.
Iliev, M. Kaschiev, S. Margenov, Bl. Sendov, P. Vassilevski, eds., World
scientific, Singapore (1999), 603-610
I. Lirkov, S. Margenov, M. Paprzycki, Benchmarking performance of parallel
computers using a 2D elliptic solver, Recent advances in numerical methods
and applications, O. Iliev, M. Kaschiev, S. Margenov, Bl. Sendov, P. Vassilevski,
eds., World scientific, Singapore (1999), 464-472
I. Lirkov, S. Margenov, M. Paprzycki, J. McLaughlin, Parallel conjugate
gradient method with circulant block-factorization preconditioners for
3D elliptic problems, Proceedings of the Ninth SIAM Conference on Parallel
Processing for Scientific Computing, B. Hendrickson et. al. (eds.), SIAM,
Philadelphia (1999)
O. Axelsson, S. Margenov, An optimal order multilevel preconditioner with
respect to problem and discretization parameters, Department of Mathematics,
University of Nijmegen, The Netherlands, Report No. 0015, 2000
T. Kolev, S. Margenov, AMLI preconditioning of non-conforming elasticity
FEM systems, Proceedings of the Second Conference on Numerical Analysis
and Applications, 2000, LNCS, Springer, V. 1988 (2001),
482-489
R. Lazarov, S. Margenov, On two-level MIC(0) preconditioning of
Crouzeix-Raviart nonconforming FEM systems,
Springer Lecture Notes in Computer Science, Vol. 2542 (2003), 192-201
P. Arbenz, S. Margenov, Parallel MIC(0) preconditioning of 3D
nonconforming FEM systems, Iterative Methods, Preconditionig and Numerical
PDEs, Proceedings (2004), 12-15
Edited Volumes:
S. Margenov, P.S. Vassilevski eds., Iterative Methods in Linear Algebra,
II, IMACS Series in Computational and Applied Mathematics, New Jersey,
USA, Vol.3 (1996), pp. 493
M. Griebel, O. Iliev, S. Margenov, P.S. Vassilevski, eds., Large-Scale
Scientific Computations of Engineering and Environmental Problems, Notes
on Numerical Fluid Mechanics, V 62, VIEWEG (1998), pp. 357
O. Iliev, M. Kaschiev, S. Margenov, Bl. Sendov, P. Vassilevski, eds., Recent
Advances in Numerical Methods and Applications II, World scientific, Singapore
(1999), pp. 904
M. Griebel, S. Margenov, P. Yalamov, eds., Large-Scale Scientific Computations
of Engineering and Environmental Problems II, Notes on Numerical Fluid
Mechanics, V 73, VIEWEG (2000), pp. 421
S. Margenov, J. Wasniewski, P. Yalamov (Eds.),
Large-Scale Scientific Computing,
Springer Lecture Notes in Computer Science, Vol. 2179 (2002), pp. 498
I. Dimov, I. Lirkov, S. Margenov, Z. Zlatev (Eds.),
Numerical Methods and Applications,
Springer Lecture Notes in Computer Science, Vol. 2542 (2003), pp. 574
I. Lirkov, S. Margenov, J. Wasniewski, P. Yalamov (Eds.),
Large-Scale Scientific Computing,
Springer Lecture Notes in Computer Science, Vol. 2907 (2004),
pp. 504