A Spline-based Physics-Informed Numerical Scheme: Accurate Smooth Solutions for Differential Equations

Ayman Mourad, Fatima Mroue

The rise of Physics-Informed Neural Networks (PINNs) has popularized the concept of solving differential equations via residual minimization. However, neural networks are often vie…