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The cost calculation of the model shown in Figure 14 is automatically carried out in 2 steps.
In the second step, all molecules are sent to the CAESAR server for the calculation of the model.
Additionally, uncertainties of these parameters are estimated, allowing for the calculation of the model prediction and its uncertainty.
For experimental spectra, the calculation of the model parameters is performed by Levenberg Marquardt algorithm, applied to the special case of least squares.
The aim of the paper is to present a method to estimate the uncertainty in the calculation of the model parameter.
Note that the opportunity cost of losing a job is already incorporated in the net benefit calculation of the model and is not part of the "costs" as such.
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In order to speed up the calculations of the model, improved Matrix Thermal Balance Equation (MTBE) approach is used.
Density functional theory (DFT) calculations of the model system with rotated TCNE molecules show a rough energy landscape, consistent with the presence of magnetic irreversibilities in the system.
This work addresses the issue of finding the programming procedure that results to the fastest implementation of the core calculations of the model predictive control (MPC) algorithms that are amenable to parallel processing on a real-time multiprocessing system.
Calculations of the model residuals confirms that the non-constrained transition matrix models the regulatory network more accurately (Additional File 3).
A half-cycle correction was applied to cost and survival outputs from the i.e. cycle-specific calculations of the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com