Parameter-Minimal Neural DE Solvers via Horner Polynomials

T. Matulić, D. Seršić

We propose a parameter-minimal neural architecture for solving differential equations by restricting the hypothesis class to Horner-factorized polynomials, yielding an implicit, di…