Fractional physics-informed neural networks for time-fractional phase field models

S Wang, H Zhang, X Jiang - Nonlinear Dynamics, 2022 - Springer
In this paper, a new fractional physics-informed neural networks (fPINNs) is proposed, which
combines fPINNs with spectral collocation method to solve the time-fractional phase field …

[HTML][HTML] Simultaneous identification of parameters and initial datum of reaction diffusion system by optimization method

S Gnanavel, NB Balan, K Balachandran - Applied Mathematical Modelling, 2013 - Elsevier
In this paper, we study an inverse problem of reconstructing two time independent
coefficients and the initial data in the linear reaction diffusion system from the arbitrary …

[HTML][HTML] Uniqueness and stability of an inverse problem for a phase field model using data from one component

B Wu, Q Chen, Z Wang - Computers & Mathematics with Applications, 2013 - Elsevier
We study an inverse problem of determining a spatial varying coefficient in a parabolic–
hyperbolic phase field model with the following observation data of only one component: the …

Inverse problem for a Cahn–Hilliard type system modeling tumor growth

K Sakthivel, A Arivazhagan, N Barani Balan - Applicable Analysis, 2022 - Taylor & Francis
In this paper, we address an inverse problem of reconstructing a space-dependent
semilinear coefficient in the tumor growth model described by a system of semilinear partial …

Simultaneous identification of two time independent coefficients in a nonlinear phase field system

S Gnanavel, N Barani Balan… - Journal of Optimization …, 2014 - Springer
In this article, we study a simultaneous reconstruction of two time independent parameters in
a nonlinear phase field system by final overdetermination data. To this end, the given …

Inverse Problem and Trajectory Controllability for the Swift-hohenberg Equation

A Anbu, BB Natesan - Indian Journal of Industrial and Applied …, 2019 - indianjournals.com
This article studies an internal type inverse problem that consists of recovering a nonlinear
coefficient in the Swift-Hohenberg (SH) equation and establish the controllability to the …