In this study, we proposed a weighted loss hard constraint physics-informed neural networks (PINNs) called WHC-PINN. WHC-PINN solves hyperbolic equations with the aid of a gradient weighting approach ...
Fractional differential equations generalise classical differential equations by introducing derivatives of non-integer order, thereby capturing memory effects and spatial nonlocality inherent in many ...
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