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Asynchronous preconditioners and linear solvers

Linear Algebra seminar by Erik Boman, Sandia National Laboratories

Hosted by Institute for Computational and Experimental Research in Mathematics (ICERM), Brown University

Tuesday 10:30 New York (GMT-4)

Recording available

Providence, RI, USA · In person

Abstract

Erik Boman discusses preconditioning for asynchronous linear solvers. Inner products create synchronization requirements in Krylov methods, while preconditioners can also improve iterations such as Richardson's method. The talk focuses on asynchronous incomplete factorizations and introduces ATS-ILU, an iterative incomplete LU method with synchronous and asynchronous versions that performs competitively with ParILU.

Topics

preconditioningincomplete LUasynchronous iterations

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