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Titlebook: High Performance Computing in Science and Engineering; Third International Tomáš Kozubek,Martin Čermák,Jiří Jaroš Conference proceedings 2

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Relating Computed and Exact Entities in Methods Based on Lanczos Tridiagonalization,at finite-precision CGL residuals and Lanczos vectors have to be aggregated over the intermediate iterations to form a counterpart to vectors from the exact computation. Influence of stagnation in exact MINRES computation is also discussed. Obtained results are supported by numerical experiments.
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Investigating Convergence of Linear SVM Implemented in PermonSVM Employing MPRGP Algorithm,with more than billion of unknowns solved on tens of thousands of cores. Apart from the scalability of our approach, we also investigate the relations between training rate, hyperplane margin, the value of the dual functional, and the norm of the projected gradient.
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Proportionality-Based Gradient Methods with Applications in Contact Mechanics,straints). The SMALBE algorithm is used to generate the Lagrange multipliers for the equality constraints. The performance of the algorithms is tested on the solution of the discretized contact problems by means of TFETI (Total Finite Element Tearing and Interconnecting).
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Schur Complement-Schwarz DD Preconditioners for Non-stationary Darcy Flow Problems,highly parallelizable, one-level additive Schwarz method is used for preconditioning of the velocity block. Both analysis and numerical experiment show that this application of the Schwarz method is highly efficient for a class of flow problems with parameters corresponding to many applications in geosciences.
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Conference proceedings 2018nce and Engineering, HPCSE 2017, held in Karolinka, Czech Republic, in May 2017..The 15 papers presented in this volume were carefully reviewed and selected from 20 submissions. The conference provides an international forum for exchanging ideas among researchers involved in scientific and parallel
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