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The result is converted into the non-equilibrium carrier information and mapped into the device grid generated by the numerical software, so as to simulate output characteristics of the cell.
In general, this class of ANN model is constituted of a feedforward network with one hidden layer to simulate output layer, considering well-known input parameters of the process.
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The study showed that the seed bank influenced simulated output during 5 6 years, which is therefore the minimum duration for simulations with an unknown initial seed bank.
The simulated output temperatures show a very good agreement with the measured temperatures.
A more generalized predictive model must be built from the simulated output.
Second, real-time and historic data sets can be used for comparison with simulated output.
These soil types were associated to extreme simulated output variables compared to the mean variable in the region.
The simulated output temperatures show good agreement with measured temperatures, heating and cooling power and coefficient of performance (COP).
The transportation network model was simulated based on the demand-related data, and was calibrated by comparing the simulated output results with the gathered performance measures.
Actual input and output data, collected from operating Hellenic high voltage transmission lines, as well as simulated output data were used in the training, validation and testing process.
This type of data requires a finer point-by-point comparison of response traces between the simulated output and the recorded data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com