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A visualization of the domains of (a) a PINN and (b) a cPINN with boundary points (), collocation points (×), and interface points () for a spatio-temporal domain with one spatial dimension. Figure (c) shows the model architecture diagram of a PINN for a generic n + 1 dimensional spatio-temporal domain solving for a set of coupled fields .
