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condition requires that the PINN’s output, i(t) = 0 when input t = 0. This is due to the sinusoidal source V sin(t) = 0 at t = 0, resulting in no current flowing in the circuit. The objective component for initial condition 1 is given by Equation 8. During training, backpropagation will reduce this