Of. Smidts et O. Roussille, Sensitivity analysis in the migration of radionuclides: differential MonteCarlo versus double randomization, MATH COMP S, 55(1-3), 2001, pp. 259-270
We address in this paper the efficient estimation of sensitivity coefficien
ts by Monte Carlo simulations. In the context of geological performance for
the risk assessment of radioactive waste repositories, a recent non-analog
Monte Carlo simulation [1] based on an integral equation for the transport
of radionuclides in porous media is examined in the view of sensitivity an
alysis. Two methods are compared: Differential Monte Carlo which requires s
pecial care when the integral kernel of the integral equation vanishes; and
Double Randomization technique which is used to evaluate an effective sens
itivity coefficient. Numerical results illustrate the methods for radionucl
ide migration and focus on the fraction reaching the upper surface of the m
edium. (C) 2001 IMACS. Published by Elsevier Science B.V. All rights reserv
ed.