LEADER 04733nam 22006255 450 001 996418255503316 005 20200706173755.0 010 $a3-030-43736-1 024 7 $a10.1007/978-3-030-43736-7 035 $a(CKB)4100000011343516 035 $a(DE-He213)978-3-030-43736-7 035 $a(MiAaPQ)EBC6268602 035 $a(PPN)259391204 035 $a(EXLCZ)994100000011343516 100 $a20200706d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aParallel Algorithms in Computational Science and Engineering$b[electronic resource] /$fedited by Ananth Grama, Ahmed H. Sameh 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Birkhäuser,$d2020. 215 $a1 online resource (XII, 417 p. 189 illus., 159 illus. in color.) 225 1 $aModeling and Simulation in Science, Engineering and Technology,$x2164-3679 311 $a3-030-43735-3 327 $aState-of-the-Art Sparse Direct Solvers -- The Effect of Various Sparsity Structures on Parallelism and Algorithms to Reveal Those Structures -- Structure-Exploiting Interior Point Methods -- Parallel Hybrid Sparse Linear System Solvers -- Computational Material Science and Engineering -- Computational Cardiovascular Analysis with the Variational Multiscale Methods and Isogeometric Discretization -- ALE and Space-Time Variational Multiscale Isogeometric Analysis of Wind Turbines and Turbomachinery -- Variational Multiscale Flow Analysis in Aerospace, Energy, and Transportation Technologies -- Multiscale Crowd Dynamics Modeling and Safety Problems Towards Parallel Computing -- HPC for Weather Forecasting -- A Simple Study of Pleasing Parallelism on Multicore Computers -- Parallel Fast Time-Domain Integral-Equation Methods for Transient Electromagnetism Analysis -- Parallel Optimization Techniques for Machine Learning. 330 $aThis contributed volume highlights two areas of fundamental interest in high-performance computing: core algorithms for important kernels and computationally demanding applications. The first few chapters explore algorithms, numerical techniques, and their parallel formulations for a variety of kernels that arise in applications. The rest of the volume focuses on state-of-the-art applications from diverse domains. By structuring the volume around these two areas, it presents a comprehensive view of the application landscape for high-performance computing, while also enabling readers to develop new applications using the kernels. Readers will learn how to choose the most suitable parallel algorithms for any given application, ensuring that theory and practicality are clearly connected. Applications using these techniques are illustrated in detail, including: Computational materials science and engineering Computational cardiovascular analysis Multiscale analysis of wind turbines and turbomachinery Weather forecasting Machine learning techniques Parallel Algorithms in Computational Science and Engineering will be an ideal reference for applied mathematicians, engineers, computer scientists, and other researchers who utilize high-performance computing in their work. 410 0$aModeling and Simulation in Science, Engineering and Technology,$x2164-3679 606 $aComputer mathematics 606 $aAlgebras, Linear 606 $aComputer science?Mathematics 606 $aNumerical analysis 606 $aComputational Science and Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/M14026 606 $aLinear Algebra$3https://scigraph.springernature.com/ontologies/product-market-codes/M11100 606 $aMathematical Applications in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/M13110 606 $aNumerical Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M14050 615 0$aComputer mathematics. 615 0$aAlgebras, Linear. 615 0$aComputer science?Mathematics. 615 0$aNumerical analysis. 615 14$aComputational Science and Engineering. 615 24$aLinear Algebra. 615 24$aMathematical Applications in Computer Science. 615 24$aNumerical Analysis. 676 $a004.35 702 $aGrama$b Ananth$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSameh$b Ahmed H$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418255503316 996 $aParallel Algorithms in Computational Science and Engineering$92301703 997 $aUNISA