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A compiler for variational forms
Open accessAbstract
As a key step towards a complete automation of the finite element method, we present a new algorithm for automatic and efficient evaluation of multilinear variational forms. The algorithm has been implemented in the form of a compiler, the FEniCS Form Compiler (FFC). We present benchmark results for a series of standard variational forms, including the incompressible Navier--Stokes equations and linear elasticity. The speedup compared to the standard quadrature-based approach is impressive; in some cases the speedup is as large as a factor of 1000.
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Citations
Cited by
DOLFIN: Automated finite element computing
Logg, A., & Wells, G. N. (2010) · ACM Transactions on Mathematical Software · doi:10.1145/1731022.1731030 · Cited by 750
Self-citationAlnæs, M. S., Logg, A., Ølgaard, K. B., Rognes, M. E., & Wells, G. N. (2014) · ACM Transactions on Mathematical Software · doi:10.1145/2566630 · Cited by 615
Self-citationA framework for automated PDE-constrained optimisation
Funke, S. W., & Farrell, P. E. (2013) · arXiv · doi:10.48550/arxiv.1302.3894 · Cited by 58
Metadata
- Authors
- Kirby, R. C., & Logg, A.
- Venue
- ACM Transactions on Mathematical Software
- Published
- 2006-09
- Volume
- 32
- Issue
- 3
- Pages
- 417-444
- ISSN
- 0098-3500 (ISSN-L)
- 1557-7295
- OpenAlex
- W2100418324
- Cited by
- 257
- References
- 0
- FWCI
- 11.19
- Type
- journal article
- Language
- en
- Open access
- green
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- Kirby, R. C., & Logg, A. (2006). A compiler for variational forms. ACM Transactions on Mathematical Software. https://doi.org/10.1145/1163641.1163644
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