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For each realization, particle transport is performed by resorting to the Monte Carlo simulation.
The total CO2 release is computed for each realization by summing the products of the simulated CO2 flux value at each grid cell by the cell surface.
Inset plots show frequency distributions of the slope and r2 derived from linear regressions carried out for each realization, indicating consistency in the relationship across the uncertainty range.
It returns a set of parameters for each realization of the sample (the number specified using the 'num' parameter setting), with a corresponding flux and flux uncertainty for the input model component or a combination of model components.
In particular, in the numerical method, a few thousand pixel-based geostatistical permeability realizations, with various parameters, are generated; and the single-phase flow simulations are performed for each realization.
In the PBPA method, multiple plausible realizations of observed data from a pilot are generated and probabilistic history matching (based on filtering) is performed for each realization of the vector of observed data in order to obtain the corresponding posterior distribution.
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For this purpose, we have selected stochastic tessellations of the Poisson, Voronoi and Box type, which provide convenient models for the random partitioning of space, and we have generated an ensemble of assembly realizations; for each geometry realization, criticality calculations have been performed by using the Monte Carlo code Tripoli-4®, developed at CEA.
For each such realization of (m,E,r), we generate realizations of H according to the conditional distribution p(H|C S I).
All the results are obtained by averaging the sum capacity over 10,000 channel realizations, and the optimal power allocations are optimized for each channel realization.
All the results are obtained by averaging maxi C i /C over 10,000 channel realizations, and the optimal power allocations are optimized for each channel realization.
All the results are obtained by summing the running time over 10,000 channel realizations, and the optimal power allocations are optimized for each channel realization.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com