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This work introduces new developments in the construction, analysis, and implementation of parallel computing algorithms. This book presents 23 self-contained chapters, including surveys, written by distinguished researchers in the field of parallel computing. Each chapter is devoted to some aspects of the subject: parallel algorithms for matrix computations, parallel optimization, management of parallel programming models and data, with the largest focus on parallel scientific computing in industrial applications.Key features include: construction and analysis of parallel algorithms for linear algebra and optimization problems; different aspects of parallel architectures, including distributed memory computers with multicore processors; a wide range of industrial applications: parallel simulation of flows through oil filters as well as in porous and gas media, jet aerodynamics, heat conduction in electrical cables, nonlinear optics processes in tapered lasers, and molecular and cell dynamics.

519.22 --- Curve fitting --- -Estimation theory --- -Estimating techniques --- Least squares --- Mathematical statistics --- Stochastic processes --- Fitting, Curve --- Numerical analysis --- Smoothing (Numerical analysis) --- Statistics --- 519.22 Statistical theory. Statistical models. Mathematical statistics in general --- Statistical theory. Statistical models. Mathematical statistics in general --- Congresses --- Graphic methods --- Estimation theory --- Industrial engineering --- Parallel algorithms --- Parallel processing (Electronic computers) --- Congresses. --- Mathematics --- Industrial applications --- Numerical approximation theory --- Approximation numérique. --- -Congresses --- Approximation numérique --- Numerical analysis. --- Statistique non paramétrique --- -Fitting, Curve --- Estimating techniques --- Approximation et developpements