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Civil-Comp Proceedings
ISSN 1759-3433 CCP: 107
PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, GRID AND CLOUD COMPUTING FOR ENGINEERING Edited by:
Paper 6
Microstructure Compression and Reconstruction Techniques based on Schur Complements J. Kruis, J. Novák and M. Doškár
Department of Mechanics, Faculty of Civil Engineering, Czech Technical University in Prague, Czech Republic , "Microstructure Compression and Reconstruction Techniques based on Schur Complements", in , (Editors), "Proceedings of the Fourth International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering", Civil-Comp Press, Stirlingshire, UK, Paper 6, 2015. doi:10.4203/ccp.107.6
Keywords: microstructure compression and reconstruction, Wang tiles, Schur complement method, conjugate gradient method.
Summary
Microstructure representation and reconstruction of stochastic realizations of the compressed
microstructure without prior periodic assumptions can be done with the help
of the Wang tiling proposed in 1961. A set of tiles is generated and the tiles are used
in tilings of arbitrary size. The tiles are covered by finite element meshes and they
resemble macro-elements or subdomains. The internal degrees of freedom of tiles
are eliminated and the Schur complement matrices are used instead of the matrices
of the whole tiles. Moreover, the method can be relatively easily and very efficiently
implemented in parallel and very good speedup is obtained. Preliminary numerical
experiments confirm good performance.
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