Open Access Research Article CC BY 4.0 Published 3 December 2025

Generative Diffusion Models for Option Pricing: A Novel Framework for Modeling Volatility Dynamics in U.S. Financial Markets

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  1. 1 Kyungil University

* Corresponding author: Yinlei Chen · chenyinlei123@gmail.com

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Copyright © 2025 The Author(s). Published by Southern United Academy of Sciences.
This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.