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A few examples of inverse modelling have been published [ 4 8], but these methods have relied on either rescaling the results of Monte Carlo simulations or building databases of simulation results, both methods constraining the evaluation space in terms of optical properties and geometrical complexity.
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The second method constrains the derivatives of the model to fit to the derivatives of a prior model previously estimated on the simulation data.
The first proposed method constrains the function to fit to the values given by the simulator with a certain accuracy, allowing to take the bias of the simulator into account.
Explores the relationship between perceived reality and the narrative imagination, how an author's choice of medium and method constrains the work, how desire is integrated into the structure of a work, and how the cultural/economic opportunity for exhibition/distribution affects the realization of a work.
Results also show that when quantifying regional-scale river aquifer exchange flux, the river chemistry method constrained the flux (5.20 10.39 m2 d−1) better than the river temperature method (−100 to 100 m2 d−100
This method constrains the particulate air pollution mortality concentration-response function to be biologically plausible--that is, a non-decreasing function of the particulate air pollution concentration.
This method constrains the magnitude of the model parameters (and shrinks some parameters to zero, thereby eliminating them) to prevent problems commonly associated with the overfitting of models.
As discussed in Section 1 our method constrains the image formation problem and reduces the number of unknowns when compared to a traditional pixel-based approach.
Their method constrains the trees on either side of each breakpoint to differ by a single recombinant node, whereas our MDL criterion does not restrict the neighboring fragment topologies in any way.
The set of expressions (35), (37), and (38) form a nonlinear system that can be solved by means of numerical methods constrained to the condition that all the probabilities are within the interval.
However, these methods constrain the number of augmented runs to be equal to or half of that of the initial design.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com