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Variable order spherical harmonic expansion scheme for the radiative transport equation using finite elements
Authors:P Surya Mohan  Tanja Tarvainen  Martin Schweiger  Aki Pulkkinen  Simon R Arridge
Institution:1. Department of Computer Science, University College London, Gower Street, London WC1E 6BT, United Kingdom;2. Department of Applied Physics, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland;3. Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, 2075 Bayview Ave., Toronto, Canada M4N 3M5
Abstract:We propose the PN approximation based on a finite element framework for solving the radiative transport equation with optical tomography as the primary application area. The key idea is to employ a variable order spherical harmonic expansion for angular discretization based on the proximity to the source and the local scattering coefficient. The proposed scheme is shown to be computationally efficient compared to employing homogeneously high orders of expansion everywhere in the domain. In addition the numerical method is shown to accurately describe the void regions encountered in the forward modeling of real-life specimens such as infant brains. The accuracy of the method is demonstrated over three model problems where the PN approximation is compared against Monte Carlo simulations and other state-of-the-art methods.
Keywords:Radiative transport equation  PN approximation  Finite element method  Variable order PN
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