TY - GEN
T1 - Stochastic finite-element approximation of the parametric dependence of eigenvalue problem solution
AU - Anitescu, Mihai
AU - Palmiotti, Giuseppe
AU - Yang, Won Sik
AU - Neda, Monika
PY - 2007
Y1 - 2007
N2 - We present a stochastic finite-element approach for characterizing parameter dependence of minimum eigenvalue problems encountered in neutronic calculations. Our formulation results in solving a nonlinear system of equations, that is K times larger than the original problem and has K constraints, where K is the number of terms considered in the perturbative expansion of the solution. This approach allows us to calculate the behavior of the eigenvalue and the eigenvector in the entire parameter range, as opposed to a narrow region around a nominal value calculated by classical sensitivity analysis. Initial investigation for a small parameter space indicates that the method has the potential of substantial savings over Monte Carlo calculations that attempt to characterize the behavior of the eigenvector and eigenvalue over the entire parameter space.
AB - We present a stochastic finite-element approach for characterizing parameter dependence of minimum eigenvalue problems encountered in neutronic calculations. Our formulation results in solving a nonlinear system of equations, that is K times larger than the original problem and has K constraints, where K is the number of terms considered in the perturbative expansion of the solution. This approach allows us to calculate the behavior of the eigenvalue and the eigenvector in the entire parameter range, as opposed to a narrow region around a nominal value calculated by classical sensitivity analysis. Initial investigation for a small parameter space indicates that the method has the potential of substantial savings over Monte Carlo calculations that attempt to characterize the behavior of the eigenvector and eigenvalue over the entire parameter space.
KW - Constrained optimization
KW - Eigenvalue problems
KW - Stochastic finite element
KW - Uncertainty analysis
UR - https://www.scopus.com/pages/publications/84858454477
M3 - Conference contribution
AN - SCOPUS:84858454477
SN - 0894480596
SN - 9780894480591
T3 - Joint International Topical Meeting on Mathematics and Computations and Supercomputing in Nuclear Applications, M and C + SNA 2007
BT - Joint International Topical Meeting on Mathematics and Computations and Supercomputing in Nuclear Applications, M and C + SNA 2007
T2 - Joint International Topical Meeting on Mathematics and Computations and Supercomputing in Nuclear Applications, M and C + SNA 2007
Y2 - 15 April 2007 through 19 April 2007
ER -