Multi-frequency, thermally coupled radiative transfer with TRAPHIC: Method and tests
arXiv:1008.1071 · doi:10.1111/j.1365-2966.2010.18032.x
Abstract
We present an extension of TRAPHIC, the method for radiative transfer of ionising radiation in smoothed particle hydrodynamics simulations that we introduced in Pawlik & Schaye (2008). The new version keeps all advantages of the original implementation: photons are transported at the speed of light, in a photon-conserving manner, directly on the spatially adaptive, unstructured grid traced out by the particles, in a computation time that is independent of the number of radiation sources, and in parallel on distributed memory machines. We extend the method to include multiple frequencies, both hydrogen and helium, and to model the coupled evolution of the temperature and ionisation balance. We test our methods by performing a set of simulations of increasing complexity and including a small cosmological reionisation run. The results are in excellent agreement with exact solutions, where available, and also with results obtained with other codes if we make similar assumptions and account for differences in the atomic rates used. We use the new implementation to illustrate the differences between simulations that compute photoheating in the grey approximation and those that use multiple frequency bins. We show that close to ionising sources the grey approximation asymptotes to the multi-frequency result if photoheating rates are computed in the optically thin limit, but that the grey approximation breaks down everywhere if, as is often done, the optically thick limit is assumed.
24 pages, 13 figures. Accepted for publication in MNRAS. Revised version includes many clarifications and an improved presentation of the comparison of the grey approximation with the multi-frequency result
References in corpus (44)
- The cosmological simulation code GADGET-2
- Atomic Data for Astrophysics. II. New Analytic Fits for Photoionization Cross Sections of Atoms and Ions
- In the Beginning: The First Sources of Light and the Reionization of the Universe
- Observational constraints on Cosmic Reionization
- Equation of State of the Photoionized Intergalactic Medium
- Effect of Reionization on the Structure Formation in the Universe
- Smoothed Particle Hydrodynamics in Astrophysics
- P3M-SPH simulations of the Lyman-alpha Forest
- Simulating Cosmic Reionization at Large Scales I: the Geometry of Reionization
- The morphology of HII regions during reionization
- The First Cosmic Structures and their Effects
- Multi--dimensional Cosmological Radiative Transfer with a Variable Eddington Tensor Formalism
- HeII Reionization and its Effect on the IGM
- Radiative transfer simulations of cosmic reionization I: methodology and initial results
- C^2-Ray: A new method for photon-conserving transport of ionizing radiation
- Cosmological Radiative Transfer Codes Comparison Project I: The Static Density Field Tests
- Comparison Of Reionization Models: Radiative Transfer Simulations And Approximate, Semi-Numeric Models
- Cosmological Reionization Around the First Stars: Monte Carlo Radiative Transfer
- Photon Conserving Radiative Transfer around Point Sources in multi-dimensional Numerical Cosmology
- Radiative Transfer Effects during Photoheating of the Intergalactic Medium
- A radiative transfer scheme for cosmological reionization based on a local Eddington tensor
- CRASH: a Radiative Transfer Scheme
- Cosmological Radiative Transfer Comparison Project II: The Radiation-Hydrodynamic Tests
- Secondary ionization and heating by fast electrons
- TRAPHIC - Radiative Transfer for Smoothed Particle Hydrodynamics Simulations
- iVINE - Ionization in the parallel tree/SPH code VINE: First results on the observed age-spread around O-stars
- Ionization Front Instabilities in Primordial H II Regions
- An implementation of radiative transfer in the cosmological simulation code GADGET
- Lyman-alpha radiative transfer during the Epoch of Reionization: contribution to 21-cm signal fluctuations
- SPHRAY: A Smoothed Particle Hydrodynamics Ray Tracer for Radiative Transfer
- Smoothed Particle Hydrodynamics coupled with Radiation Transfer
- Compton Heating of the Intergalactic Medium by the Hard X-ray Background
- A New Moment Method for Continuum Radiative Transfer in Cosmological Reionization
- Radiative transfer through the Intergalactic Medium
- CRASH2: colored packets and other updates
- Fully Threaded Transport Engine: New Method for Multi-Scale Radiative Transfer
- RADAMESH: Cosmological Radiative Transfer for Adaptive Mesh Refinement Simulations
- SimpleX2: radiative transfer on an unstructured, dynamic grid
- The Diffuse Nature of Stromgren Spheres
- Transport on Adaptive Random Lattices
- START: Smoothed particle hydrodynamics with tree-based accelerated radiative transfer
- Chemical Abundances and the Metagalactic Radiation Field at High Redshift
- Diffuse continuum transfer in H II regions
- Cosmological radiative transfer for the line-of-sight proximity effect
Cited by in corpus (51)
- Physical Models of Galaxy Formation in a Cosmological Framework
- A model for cosmological simulations of galaxy formation physics
- On the evolution of the HI column density distribution in cosmological simulations
- RAMSES-RT: Radiation hydrodynamics in the cosmological context
- The First Billion Years Project: The escape fraction of ionizing photons in the epoch of reionization
- A scheme for radiation pressure and photon diffusion with the M1 closure in RAMSES-RT
- Enzo+Moray: Radiation Hydrodynamics Adaptive Mesh Refinement Simulations with Adaptive Ray Tracing
- Long troughs in the Lyman- forest below redshift 6 due to islands of neutral hydrogen
- The distribution of neutral hydrogen around high-redshift galaxies and quasars in the EAGLE simulation
- Radiative Feedback from high mass X-ray binaries on the formation of the first galaxies and early reionization
- The impact of local stellar radiation on the HI column density distribution
- Predictions for the relation between strong HI absorbers and galaxies at redshift 3
- An uncertainty principle for star formation - II. A new method for characterising the cloud-scale physics of star formation and feedback across cosmic history
- Outflows Driven by Quasars in High-Redshift Galaxies with Radiation Hydrodynamics
- The First Galaxies: Assembly of Disks and Prospects for Direct Detection
- Recovery from population III supernova explosions and the onset of second generation star formation
- The Aurora radiation-hydrodynamical simulations of reionization: calibration and first results
- The First Galaxies: Assembly under Radiative Feedback from the First Stars
- NIHAO X: Reconciling the local galaxy velocity function with Cold Dark Matter via mock HI observations
- Spatially adaptive radiation-hydrodynamical simulations of galaxy formation during cosmological reionization
- NIHAO XIII: Clumpy discs or clumpy light in high redshift galaxies?
- NIHAO VIII: Circum-galactic medium and outflows - The puzzles of HI and OVI gas distributions
- Spatial fluctuations of the intergalactic temperature-density relation after hydrogen reionization
- The effect of intergalactic helium on hydrogen reionisation: implications for the sources of ionising photons at z > 6
- Lyman-alpha radiation hydrodynamics of galactic winds before cosmic reionization
- Clumpy galaxies seen in H-alpha: inflated observed clump properties due to limited spatial resolution and sensitivity
- The first galaxies: simulating their feedback-regulated assembly
- Constraining the second half of reionization with the Lyman- forest
- Evidence for a direct collapse black hole in the Lyman-alpha source CR7
- Radiative transfer of energetic photons: X-rays and helium ionization in C2-Ray
- Fully-Coupled Simulation of Cosmic Reionization. I: Numerical Methods and Tests
- Urchin: A Reverse Ray Tracer for Astrophysical Applications
- The mean free path of hydrogen ionizing photons during the epoch of reionization
- Signature of the first galaxies in JWST deep field observations
- High resolution simulations of the reionization of an isolated Milky Way - M31 galaxy pair
- Radiative feedback and cosmic molecular gas: numerical method
- The metallicity distribution of HI systems in the EAGLE cosmological simulation
- Smoothed Particle Radiation Hydrodynamics: Two-Moment method with Local Eddington Tensor Closure
- On the accuracy of common moment-based radiative transfer methods for simulating reionization
- Late-end reionization with ATON-HE: towards constraints from Lyman- emitters observed with JWST
- The effects of local stellar radiation and dust depletion on non-equilibrium interstellar chemistry
- The effect of recombination radiation on the temperature and ionization state of partially ionized gas
- TREVR: A general radiative transfer algorithm
- Clumping factors of HII, HeII and HeIII
- ARC: Adaptive Ray-tracing with CUDA, a New Ray Tracing Code for Parallel GPUs
- Using Artificial Intelligence and real galaxy images to constrain parameters in galaxy formation simulations
- A comparison of numerical methods for computing the reionization of intergalacitc hydrogen and helium by a central radiating source
- Efficient Photo-heating Algorithms in Time-dependent Photo-ionization Simulations
- Cospatial 21 cm and metal-line absorbers in the epoch of reionization -- I : Incidence and observability
- HI-bearing dark galaxies predictions from constrained Local Group simulations: how many and where to find them
- DIAPHANE: a Portable Radiation Transport Library for Astrophysical Applications