[HTML][HTML] Radial basis function partition of unity methods for pricing vanilla basket options

V Shcherbakov, E Larsson - Computers & Mathematics with Applications, 2016 - Elsevier
Meshfree methods based on radial basis function (RBF) approximation are becoming widely
used for solving PDE problems. They are flexible with respect to the problem geometry and …

American options pricing under regime-switching jump-diffusion models with meshfree finite point method

M Shirzadi, M Rostami, M Dehghan, X Li - Chaos, Solitons & Fractals, 2023 - Elsevier
In an incomplete market construction and by no-arbitrage assumption, the American options
pricing problem under the jump-diffusion regime-switching process is formulated by a …

[HTML][HTML] Accurate solution of the Thomas–Fermi equation using the fractional order of rational Chebyshev functions

K Parand, M Delkhosh - Journal of Computational and Applied …, 2017 - Elsevier
In this paper, the nonlinear singular Thomas–Fermi differential equation for neutral atoms is
solved using the fractional order of rational Chebyshev orthogonal functions (FRCs) of the …

Solving Volterra's population growth model of arbitrary order using the generalized fractional order of the Chebyshev functions

K Parand, M Delkhosh - Ricerche di Matematica, 2016 - Springer
Volterra's model for population growth in a closed system includes an integral term to
indicate accumulated toxicity in addition to the usual terms of the logistic equation, that …

[HTML][HTML] Meshless methods for American option pricing through physics-informed neural networks

F Gatta, VS Di Cola, F Giampaolo, F Piccialli… - … Analysis with Boundary …, 2023 - Elsevier
Abstract Nowadays, Deep Learning is drastically revolutionizing financial research as well
as industry. Many methods have been discussed in the last few years, mainly related to …

Direct local boundary integral equation method for numerical solution of extended Fisher–Kolmogorov equation

M Ilati, M Dehghan - Engineering with Computers, 2018 - Springer
In this paper, the local boundary integral equation (LBIE) method based on generalized
moving least squares (GMLS) is proposed for solving extended Fisher–Kolmogorov (EFK) …

A new approach for the black–scholes model with linear and nonlinear volatilities

S Gulen, C Popescu, M Sari - Mathematics, 2019 - mdpi.com
Since financial engineering problems are of great importance in the academic community,
effective methods are still needed to analyze these models. Therefore, this article focuses …

Numerical study of astrophysics equations by meshless collocation method based on compactly supported radial basis function

K Parand, M Hemami - International Journal of Applied and Computational …, 2017 - Springer
In this paper, we propose compactly supported radial basis functions for solving some well-
known classes of astrophysics problems categorized as non-linear singular initial ordinary …

A new numerical learning approach to solve general Falkner–Skan model

Z Hajimohammadi, F Baharifard, K Parand - Engineering with Computers, 2020 - Springer
A new numerical learning approach namely Rational Gegenbauer Least Squares Support
Vector Machines (RG_LS_SVM), is introduced in this paper. RG_LS_SVM method is a …

A comparative analysis of local meshless formulation for multi-asset option models

I Ahmad - Engineering Analysis with Boundary Elements, 2016 - Elsevier
A local meshless radial basis function collocation differential quadrature (LMRBFCDQ) is
proposed for the numerical solution of a single and multi-asset option pricing PDE models …