By Jochen Garcke,Dirk Pflüger
Sparse grids have won expanding curiosity in recent times for the numerical therapy of high-dimensional difficulties. while classical numerical discretization schemes fail in additional than 3 or 4 dimensions, sparse grids give the opportunity to beat the “curse” of dimensionality to a point, extending the variety of dimensions that may be handled. This quantity of LNCSE collects the papers from the court cases of the second one workshop on sparse grids and functions, demonstrating once more the significance of this numerical discretization scheme. the chosen articles current fresh advances at the numerical research of sparse grids in addition to effective information buildings, and the variety of functions extends to uncertainty quantification settings and clustering, to call yet a number of examples.
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Sparse Grids and Applications - Munich 2012 (Lecture Notes in Computational Science and Engineering) by Jochen Garcke,Dirk Pflüger