Large-Scale Scientific Computing

This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Conference on Large-Scale Scientific Computations, LSSC 2017, held in Sozopol, Bulgaria, in June 2017. The 63 revised short papers together with 3 full papers presented were carefully reviewed and selected from 63 submissions. The conference presents results from the following topics:

• Hierarchical, adaptive, domain decomposition and local refinement methods;
• Robust preconditioning algorithms;
• Monte Carlo methods and algorithms;
• Numerical linear algebra;
• Control and optimization;
• Parallel algorithms and performance analysis;
• Large-scale computations of environmental, biomedical and engineering problems.The chapter 'Parallel Aggregation Based on Compatible Weighted Matching for AMG' is available open access under a CC BY 4.0 license.

Inhalt

Space-Time Methods for Solving Time-Dependent PDEs.- Advanced Discretizations and Solvers for Coupled Systems of Partial Differential Equations.- Least-Squares Finite Element Methods.- Advances in Heterogeneous Numerical Methods for Multi Physics Problems.- Advanced Numerical Methods for Nonlinear Elliptic Partial Differential Equations.- Control and Optimization of Dynamical Systems.- HPC and Big Data: Algorithms and Applications.- Toward Exascale Computation.- Application of Metaheuristics to Large-Scale Problems.- Large-Scale Models: Numerical Methods, Parallel Computations and Applications.- Large-Scale Numerical Computations for Sustainable Energy Production and Storage.