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Option pricing with physics-informed neutral networks (PINNS)

We investigate the application of physics-informed neural networks (PINNs) to option pricing. PINNs are neural networks that are trained to numerically solve partial differential equations (PDEs) by obeying the dynamics induced by the PDE as well as the initial/terminal conditions of the PDE. They a...

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Bibliographic Details
Main Author: Zamxaka, Nichume
Other Authors: Rudd, Ralph
Format: Thesis
Language:Eng
Published: Department of Finance and Tax 2024
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