Deep branching solution of financial partial differential equations

This paper compares the performance of the deep branching method against two other popular deep learning methods, deep BSDE and deep Galerkin, for solving partial differential equations (PDEs) in finance. The methods were tested on different financial models including Bachelier, Black-Scholes on Eur...

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Bibliographic Details
Main Author: Wang, Yiran
Other Authors: Nicolas Privault
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/166540
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Institution: Nanyang Technological University
Language: English