Exact Terminal Condition Neural Network for American Option Pricing Based on the Black-Scholes-Merton Equations

Wenxuan Zhang, Yixiao Guo, Benzhuo Lu

This paper proposes the Exact Terminal Condition Neural Network (ETCNN), a deep learning framework for accurately pricing American options by solving the Black-Scholes-Merton (BSM)…