Figure 6.

The cPINN-evaluated $\left|h\right(x,t\left)\right|$ for two (top row) and three (bottom row) subdomains at different timeslices, $t=\mathrm{0,0.39,0.78,1.37}$, from left to right when additive Gaussian errors with $\sigma =0.1$ is introduced on initial time-slice. The points marked with the blue cross (x) pointer in the leftmost set of plots indicate the samples on the initial timeslice used to train the cPINN.