fig3

Figure 3. Channel attention weight distribution of the AE-PINN. The top panel shows the attention weight for each of the 512 channels, and the bottom panel shows the cumulative distribution. Approximately 200 channels contribute 90% of the total attention mass. AE-PINN: Attention-enhanced physics-informed neural network; SiC: silicon carbide.