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Speeding Up SSFEM Computation Using Kronecker Tensor Products
Archive ouverte : Article de revue
Edité par HAL CCSD ; Institute of Electrical and Electronics Engineers
International audience. The spectral stochastic finite-element method makes it possible to convey some random aspects of input data to the output data. However , the system size dramatically increases with the number of input random variables. Using matrix Kronecker tensor products for system solving noticeably reduces the computation time and the storage requirements.
- Sujets
- electrokinetics
- finite-element method
- hermite polynomial chaos
- linear system resolution
- random media
- [MATH.MATH-NA]Mathematics [math]/Numerical Analysis [math.NA]
- [INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]
- [SPI.ELEC]Engineering Sciences [physics]/Electromagnetism