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NEMURO was first calibrated to 1 year of monthly field data using the usual ad hoc approach of trial and error changes to 18 candidate parameters.
Parameters arising from generic element and substructure transformations are able to increase the range of candidate parameters, and furthermore are able to correct structural errors.
One of the key requirements of updating is a set of candidate parameters that is able to correct the underlying error in the model.
Therefore, a multiresolution framework is used to get good candidate parameters from the first step.
Several potential candidate parameters are being screened for usefulness within the RFA context, such as CT numbers (i.e. Hounsfield unit curves) [19, 20], contrast-to-noise ratios [20, 21] or iodine concentrations [22].
Age of the patients, motif of admission according to MSF classification, triage category (Red, Orange, Yellow, Green) according to the SATS system were extracted from the local MSF data base and used as candidate parameters for analysis of factors associated with mortality.
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For each design candidate, parameter optimization is conducted to obtain the optimal parameter values.
Finally, optimum parameters for the NeLS constellation are discussed, and a candidate parameter (T/P/F= 132/11/-1, h= 1100km, and I= 57.92∘) is proposed.
Let us consider a large set of candidate parameter fields, such as hydraulic conductivity maps, on which we can run an accurate forward flow and transport simulation.
Once the accurate simulator has been run for an initial subset of parameter fields and a kriging metamodel has been inferred, the predictive distributions of misfits for the remaining parameter fields can be used as a guide to select candidate parameter fields in a sequential way.
Often, the candidate parameter φ simulated from q makes the integration of (1) unstable, which is the so-called stiffness.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com