Figure 8
Two scatter plots compare predicted and real normalised thermal responses for the wall and outlet, with global R squared values above 0.99.Panel A compares real and predicted wall normalised thermal response. Both axes range from 0.0 to 4.0. The points cluster closely around the diagonal equal-value line. The global per-point R squared value is 0.997, and the average per-timestep R squared value is 0.971. Panel B compares real and predicted outlet normalised thermal response. Both axes range from 0.0 to 10.0. The points also follow the diagonal line closely, with greater spread at higher values. The global per-point R squared value is 0.994, and the average per-timestep R squared value is 0.959.

Overall predicted against real values for all test datapoints for (a) wall and (b) outlet temperatures

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