2 papers
cs.CL2023
Numerical Reasoning for Financial Reports
Abhinav Arun, Ashish Dhiman, Mehul Soni +1
Financial reports offer critical insights into a company's operations, yet their extensive length typically spanning 30 40 pages poses challenges for swift decision making in dynam…
q-fin.PR2023
Physics Informed Neural Network for Option Pricing
Ashish Dhiman, Yibei Hu
We apply a physics-informed deep-learning approach the PINN approach to the Black-Scholes equation for pricing American and European options. We test our approach on both simulated…