Figure 24.

This figure shows the extension of a transitional neural network with two additional, fully connected layers $\overrightarrow{U}$ and $\overrightarrow{V}$. This addition is based on the idea of transformer networks and was adapted to PINNs in a recent paper by Wang et al. [2020]