Figure 16 | Scientific Reports

Figure 16

From: Physics-informed neural network simulation of thermal cavity flow

Figure 16

Outputs of 3D \(Ra=10^6\) simulation. The few plots with distinguishable information match the 2D case, but most of the outputs contain tiny regions with large values near the walls that cause the rest of the plot to have no visible features. These tiny regions seem to underscore shortcomings that the PINN did not properly learn.

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