Randomized dynamic mode decomposition for nonintrusive reduced order modelling

DA Bistrian, IM Navon - International Journal for Numerical …, 2017 - Wiley Online Library
This paper focuses on a new framework for obtaining a nonintrusive (ie, not requiring
projecting of the governing equations onto the reduced basis modes) reduced order model …

Solving the telegraph equation in 2-D and 3-D using generalized finite difference method (GFDM)

F Ureña, L Gavete, JJ Benito, A García… - Engineering Analysis with …, 2020 - Elsevier
In this paper it is shown the application of the generalized finite difference method (GFDM)
for solving numerically the Telegraph equation in two and three-dimensional spaces. The …

Symmetric and arbitrarily high-order Birkhoff–Hermite time integrators and their long-time behaviour for solving nonlinear Klein–Gordon equations

C Liu, A Iserles, X Wu - Journal of Computational Physics, 2018 - Elsevier
Abstract The Klein–Gordon equation with nonlinear potential occurs in a wide range of
application areas in science and engineering. Its computation represents a major challenge …

Simulation of nonlinear fractional dynamics arising in the modeling of cognitive decision making using a new fractional neural network

AH Hadian Rasanan, N Bajalan… - … Methods in the …, 2020 - Wiley Online Library
By the rapid growth of available data, providing data‐driven solutions for nonlinear
(fractional) dynamical systems becomes more important than before. In this paper, a new …

Numerical methods based on radial basis function-generated finite difference (RBF-FD) for solution of GKdVB equation

J Rashidinia, MN Rasoulizadeh - Wave Motion, 2019 - Elsevier
The main aim of present work is to develop the two meshless collocation methods based on
radial basis function-generated finite difference (RBF-FD) and global RBF (GRBF) methods …

Arbitrarily high-order time-stepping schemes based on the operator spectrum theory for high-dimensional nonlinear Klein–Gordon equations

C Liu, X Wu - Journal of Computational Physics, 2017 - Elsevier
In this paper we explore arbitrarily high-order Lagrange collocation-type time-stepping
schemes for effectively solving high-dimensional nonlinear Klein–Gordon equations with …

Structure‐preserving exponential wave integrator methods and the long‐time convergence analysis for the Klein‐Gordon‐Dirac equation with the small coupling …

J Li, X Jin - Numerical Methods for Partial Differential …, 2023 - Wiley Online Library
Recently, the numerical methods for long‐time dynamics of PDEs with weak nonlinearity (or
small potentials) have received more and more attention. For the Klein‐Gordon‐Dirac (KGD) …

Numerical study of generalized 2-D nonlinear Schrödinger equation using Kansa method

M Pathak, P Joshi, KS Nisar - Mathematics and Computers in Simulation, 2022 - Elsevier
The present study is influenced by the wide applications of the Schrödinger equations. Its
occurrence can be easily seen in electromagnetic wave propagation, quantum mechanics …

A localized meshless collocation method for bandgap calculation of anti-plane waves in 2D solid phononic crystals

ZJ Fu, AL Li, C Zhang, CM Fan, XY Zhuang - Engineering Analysis with …, 2020 - Elsevier
In this paper, a localized meshless collocation method, the generalized finite difference
method (GFDM), is first applied to calculate the bandgaps of anti-plane transverse elastic …

Two-dimensional simulation of the damped Kuramoto–Sivashinsky equation via radial basis function-generated finite difference scheme combined with an …

M Dehghan, V Mohammadi - Engineering Analysis with Boundary …, 2019 - Elsevier
We apply a numerical scheme based on a meshless method in space and an explicit
exponential Runge-Kutta in time for the solution of the damped Kuramoto–Sivashinsky …