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It will also be interesting to validate the multi-antenna extension model with measured data noise using n r antennas in measurement setup as in a MIMO configuration.
Laboratory rain simulation experiments were performed to test the model with measured data.
Furthermore, we have successfully tested the forecasting capability of the model with measured radiation values at a later time.
This study models the heat flux balance between the board and the embankment side slope and validates the model with measured data logged from an in situ shading board experiment.
In overall, significant improvements (up to 64%) are obtained while updating the prior model with measured RGI values and predicting neighbourhood blocks' qualities (Table 1).
(D) αSO4-2 bioirrigation coefficients calculated using the stochastic network model with measured sulfate reduction rates, without correction for Cb (blue line) and with correction for Cb (green line).
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We use Convex-MDPs to model the decision-making scenario and train the models with measured data, to quantitatively capture the uncertainty in the prediction of renewable energy generation.
Both these reviews compared different models based on their underlying assumptions and model structures; they did not compare model predictions with measured data.
The proposed method relies on SVO-based model invalidation to discard models incompatible with measured data.
Therefore, by reconciling model outputs with measured data, we can achieve more accurate and reliable results.
This reconciliation of model outputs with measured data is known as calibration.
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