Analysis of pedestrian second crossing behavior based on physics-informed neural networks.

8 , it can be observed that as the number of epochs increases, both the fully connected neural network and the Physics Informed Neural Network (PINN) exhibit a decreasing trend in Mean Square Error (MSE).

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