We consider an unsteady flow generated by a line-source within a geological formation where, owing to the erratic spatial variations of the conductivity K, the log-transform Y equiv ln K is modeled as a random space function. As a consequence, flow variables become random fields, and we aim at quantifying their uncertainty. Under ergodic conditions, simple (closed form) expressions for the second order statistical moments of the flow variables are derived by regarding the variance of Y as a small (perturbation) parameter. Then, we focus the discussion by dealing with a formation of stratified heterogeneity structure. In particular, we investigate (in view of their use in practical applications) moments' behavior in the large time regime.
Uncertainty Quantification of Unsteady Flows Generated by Line-Sources Through Heterogeneous Geological Formations / Severino, Gerardo; Cuomo, Salvatore. - In: SIAM/ASA JOURNAL ON UNCERTAINTY QUANTIFICATION. - ISSN 2166-2525. - 8:2(2020), pp. 807-825. [10.1137/19M1288966]
Uncertainty Quantification of Unsteady Flows Generated by Line-Sources Through Heterogeneous Geological Formations
Severino, Gerardo
;Cuomo, Salvatore
2020
Abstract
We consider an unsteady flow generated by a line-source within a geological formation where, owing to the erratic spatial variations of the conductivity K, the log-transform Y equiv ln K is modeled as a random space function. As a consequence, flow variables become random fields, and we aim at quantifying their uncertainty. Under ergodic conditions, simple (closed form) expressions for the second order statistical moments of the flow variables are derived by regarding the variance of Y as a small (perturbation) parameter. Then, we focus the discussion by dealing with a formation of stratified heterogeneity structure. In particular, we investigate (in view of their use in practical applications) moments' behavior in the large time regime.File | Dimensione | Formato | |
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