GPU-based Monte Carlo dust radiative transfer scheme applied to AGN

TL;DR

This paper introduces a GPU-accelerated 3D Monte Carlo radiative transfer code for modeling dust in AGN, enabling high-resolution, efficient simulations of complex dust geometries and their spectral energy distributions.

Contribution

The paper presents a novel GPU-based Monte Carlo radiative transfer scheme that efficiently models dust in AGN with complex geometries, incorporating stochastic heating and anisotropic scattering.

Findings

Successfully reproduces benchmark SEDs and dust temperatures.

Models AGN torus with clumpy dust and variable viewing angles.

Fits observed quasar SED with combined AGN and cirrus components.

Abstract

A three dimensional parallel Monte Carlo (MC) dust radiative transfer code is presented. To overcome the huge computing time requirements of MC treatments, the computational power of vectorized hardware is used, utilizing either multi-core computer power or graphics processing units. The approach is a self-consistent way to solve the radiative transfer equation in arbitrary dust configurations. The code calculates the equilibrium temperatures of two populations of large grains and stochastic heated polycyclic aromatic hydrocarbons (PAH). Anisotropic scattering is treated applying the Heney-Greenstein phase function. The spectral energy distribution (SED) of the object is derived at low spatial resolution by a photon counting procedure and at high spatial resolution by a vectorized ray-tracer. The latter allows computation of high signal-to-noise images of the objects at any frequencies and arbitrary viewing angles. We test the robustness of our approach against other radiative transfer codes. The SED and dust temperatures of one and two dimensional benchmarks are reproduced at high precision. We utilize the Lucy-algorithm for the optical thin case where the Poisson noise is high, the iteration free Bjorkman & Wood method to reduce the calculation time, and the Fleck & Canfield diffusion approximation for extreme optical thick cells. The code is applied to model the appearance of active galactic nuclei (AGN) at optical and infrared wavelengths. The AGN torus is clumpy and includes fluffy composite grains of various sizes made-up of silicates and carbon. The dependence of the SED on the number of clumps in the torus and the viewing angle is studied. The appearance of the 10 micron silicate features in absorption or emission is discussed. The SED of the radio loud quasar 3C 249.1 is fit by the AGN model and a cirrus component to account for the far infrared emission.