Figure 3
From: Convolutional neural networks for mode on-demand high finesse optical resonator design
Correlation coefficient between the true parameters of the harmonic mirror modulations (red dots) and the values predicted by the trained network (blue dots) for (a) period P and (b) amplitude A. The correlation coefficients are 0.998826 and 0.996890 for period and amplitude, respectively, after training with 90% (10% of that was used for validation) and for a test set of 10% out of \(N = 85{,}000\) data sets.
