Paper ID: 2404.08903

Enhancing path-integral approximation for non-linear diffusion with neural network

Anna Knezevic

Enhancing the existing solution for pricing of fixed income instruments within Black-Karasinski model structure, with neural network at various parameterisation points to demonstrate that the method is able to achieve superior outcomes for multiple calibrations across extended projection horizons.

Submitted: Apr 13, 2024