ASAaron Smith

Aaron Smith

*This is an algorithmically generated author record based on publicly available information.

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Aaron Smith has a total of 338 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    From thesan-zoom to JWST: Predicting ionizing photon escape and the rise of UV-bright reionization sources

    by Zebedee Summerfield, William McClymont, Sandro Tacchella, Aaron Smith, Rahul Kannan, Enrico Garaldi, Ewald Puchwein, Xuejian Shen, Josh Borrow, A Lola Danhaive, et al.

    Understanding the sources and evolution of cosmic reionization remains a central challenge in astrophysics, with the escape of ionizing Lyman-continuum (LyC) photons from early galaxies representing a major uncertainty. In this work, we use more than 35,000 galaxy realisations from the thesan-zoom cosmological radiation-hydrodynamic simulations to identify indirect diagnostics of the LyC photon escape fraction (fesc) and the LyC photon escape rate ($\dot{N}_\mathrm{ion,esc}$) across the redshift range z = 3 − 16. We train random forest regression models using these diagnostics to predict both quantities. We present four models: two trained with the full set of simulation-derived indicators to predict fesc and $\dot{N}_\mathrm{ion,esc}$, and two restricted to observables accessible to JWST photometric surveys. We find the 10-to-100 Myr star-formation rate ratio (SFR10/SFR100) and the gas-to-stellar mass ratio (Mgas/M*) to be the strongest diagnostics of fesc, suggesting a strong relationship between ionizing photon escape and gas clearing through bursty star formation. In contrast, rest-frame UV (1500 Å) absolute magnitude (MUV) dominates $\dot{N}_\mathrm{ion,esc}$ prediction. Motivated by the strong predictive power of MUV, we combine observed UV luminosity functions with derived $\dot{N}_\mathrm{ion,esc} - M_\mathrm{UV}$ relations to construct histories of reionization. These are consistent with observational constraints, avoiding the recently reported crisis in the ionizing photon budget. Our analysis suggests that the bulk of reionization occurred rapidly after z ≈ 8, driven by UV-bright galaxies, with the MUV < −17 populations providing the dominant contribution.

  • Open Access

    The Entangling of Supernova Feedback Impacts with Coarsening Simulation Resolution

    by Eric Zhang, Laura V. Sales, Thales A. Gutcke, Yunwei Deng, Hui Li, Rüdiger Pakmor, Federico Marinacci, Volker Springel, Mark Vogelsberger, Paul Torrey, et al.

    It is often understood that supernova (SN) feedback in galaxies is responsible for regulating star formation (SF) and generating gaseous outflows. However, a detailed look at the small-scale effects of SNe on the interstellar medium (ISM) in simulations shows that the macroscopic processes of SF suppression and outflow generation proceed in distinct channels. We demonstrate this finding in two independent simulations of isolated dwarf galaxies with very high (m_gas ~ Msun) numerical resolution, LYRA and RIGEL. Our findings suggest that the macroscopic effect of a given SN on the galaxy is best predicted by its local density. Outflows are primarily linked to SNe in diffuse regions expanding to their cooling radii on large (~kpc) scales, while dense SF regions are disrupted in a localized (~pc) manner. However, these separate feedback channels are only distinguishable at very high resolutions capable of following mass scales ^2 . When averaging on coarser scales, ISM densities are greatly mis-estimated, and variations between different SF and SNe-affected regions are severely washed out. It therefore cannot be self-consistently determined, from coarse-resolution information alone , (1) whether a SN tends to contribute to outflows or direct SF suppression, and (2) the rate of SF in a given region. In particular, commonly used parameters in coarse-resolution (subgrid) models, such as the SN cooling radius and SF density threshold, may require more detailed treatments informed by high-resolution studies.

  • Open Access

    Ly α Radiation Pressure in Dense Star Clusters: Implications for Star Formation and Winds at Cosmic Dawn

    by Shyam H. Menon, Aaron Smith

    Observations with the JWST in lensed fields have revealed that galaxies at cosmic dawn may concentrate their star formation in highly dense, compact, star clusters. The high columns and low metallicities encountered in their birth environments suggest that Ly α radiation pressure may be crucial to their formation and evolution. In this study, we address this question by postprocessing snapshots from radiation-hydrodynamic simulations of dense star-cluster-forming clouds (Σ * ≳ 10 3 M ⊙ pc −2 ) with a range of dust abundances ( Z d = 0–0.1 Z d,⊙ ) using the colt Monte Carlo code. We infer that Ly α is likely to have mild (∼10%) effects on the gas-to-star conversion efficiencies ( ϵ * ≳ 60%) for Z d ≳ 0.01 Z d,⊙ , and even in dust-free environments, ϵ * ≳ 25%—much higher than the ≲10% values typical of star-forming regions in the local Universe. This is because the densest filaments dominating stellar mass assembly ( n ≳ 10 4 cm −3 ) remain sub-Eddington ( f Edd < 1). On the other hand, the bulk of the gas volume ( n ≲ 10 3 cm −3 ) has f Edd > 1, with noticeable fractions having f Edd ≳ 10, implying that Ly α can launch dynamically significant winds from these systems rapidly (≲4 Myr), with possible implications for ionizing photon escape and galactic outflows. The Ly α force multiplier M F is highly sensitive to Z d , with M F ≲ 3 (≲500) for 0.1 Z d,⊙ (dust-free) environments, respectively. Nevertheless, Ly α dominates over UV and IR radiation pressure at all values of Z d ≲ 0.1 Z d,⊙ , by factors of ∼3–500. Our results suggest that Ly α radiation pressure reinforces the emerging picture of locally efficient, bursty star formation accompanied by rapid outflows in galaxies at cosmic dawn.

  • Open Access

    The Lumina Project: The Demographics of Active Galactic Nuclei from Quasars to Little Red Dots at z ≥ 3

    by Xuejian Shen, Oliver Zier, Aaron Smith, Rongrong Liu, Rahul Kannan, Teodora-Elena Bulichi, Sonja M Koehler, Volker Springel Mark Vogelsberger, Lars Hernquist, Rohan P Naidu, et al.

    High-redshift active galactic nuclei (AGN) are powerful probes of early black-hole growth, galaxy formation, and the evolving intergalactic medium (IGM). We use Lumina, a cosmological radiation-hydrodynamic simulation spanning the epochs of hydrogen and helium reionization, which combines a large (500 cMpc)3 volume with 2 × 60003 resolution elements, to explore high-redshift AGN. The simulation self-consistently follows hundreds of millions of galaxies and supermassive black holes (SMBHs), together with their impact on the IGM. We exploit this uniquely large dynamic range to predict multi-band AGN luminosity functions (LFs) at z ≥ 3, from hard X-rays to the mid-infrared. These predictions encompass both moderately luminous quasars and the faint “Little Red Dots” (LRDs) uncovered by JWST. We develop an empirical model that maps simulated SMBHs onto observed AGN using bolometric and extinction/absorption corrections for canonical AGN and LRDs, and in which SMBHs with $M_{\rm BH}\le 10\, M_{\rm seed} \sim 10^{7}{\, \rm M_\odot }$ stay in the LRD phase with a duty cycle of 30%. This simple framework reproduces the observed LFs and clustering of LRDs. Meanwhile, the pre-JWST quasar LF constraints are recovered, although we find that a ∼0.3 dex log-normal scatter in bolometric luminosity is required to reproduce the bright end. We quantify the redshift evolution of AGN and LRD number densities, and their contributions to the integrated BH mass densities. The same AGN population is the dominant driver for the He ii reionization modelled self-consistently in Lumina. This paves the way for general population-synthesis models of high-redshift AGN, including LRDs, in a unified cosmological framework.

  • Open Access

    Introducing the lumina project: large-volume radiation-hydrodynamic simulations of the epochs of hydrogen and helium reionization

    by Oliver Zier, Aaron Smith, Xuejian Shen, Rongrong Liu, Rahul Kannan, Sonja M Koehler, Volker Springel, Rüdiger Pakmor, Mark Vogelsberger, Teodora-Elena Bulichi, et al.

    Understanding how galaxies and active galactic nuclei (AGNs) jointly drive the reionization of the intergalactic medium (IGM) across cosmic time remains a major challenge in cosmology. We present Lumina, a large-volume radiation-hydrodynamic simulation that self-consistently follows the coupled evolution of the IGM, galaxies, and AGNs through ${\rm H\, {\small I}}$, ${\rm He\, {\small I}}$, and ${\rm He\, {\small II}}$ reionization down to redshift $z=3$. Lumina evolves a cosmological volume of comoving side length $L_{\mathrm{box}}=500\, \mathrm{cMpc}$ with $2\times 6000^{3}$ resolution elements, corresponding to baryonic and dark matter (DM) mass resolutions of $3.6\times 10^{6}$ and $1.9\times 10^{7}\, \text{M}_{\odot }$, respectively. The simulation uses the moving-mesh code arepo, combining the IllustrisTNG galaxy-formation model with a graphics processing unit-accelerated M1 radiation-transport solver in six frequency bins. The initial conditions employ separate transfer functions for baryons and DM and include their relative streaming velocity. Lumina predicts a late, predominantly stellar-driven hydrogen reionization, with the median sub-volume fully ionized by $z\approx 5.2$ and residual neutral ${\rm H\, {\small I}}$ patches persisting until $z\approx 4.75$. ${\rm He\, {\small II}}$ reionization is driven self-consistently by AGNs and is nearly complete by $z=3$. The simulation yields a Thomson-scattering optical depth in excellent agreement with Planck, an IGM thermal history and photoionization background broadly consistent with observational constraints, and a clear late-time thermal boost associated with ${\rm He\, {\small II}}$ reionization. Its galaxy population remains consistent with the original IllustrisTNG project, while the larger volume improves statistics for rare objects, large-scale environments, and cosmic variance, enabling forward modelling of observables linking ${\rm H\, {\small I}}$ and ${\rm He\, {\small II}}$ topologies to the evolving galaxy and AGN populations.

  • Open Access

    Predicting ionized gas emission in 3D with SKIRT

    by Anand Utsav Kapoor, Maarten Baes, Aaron Smith, Arno Lauwers, Andrea Gebek, Peter Camps, Sven De Rijcke, Arjen van der Wel, Kosei Matsumoto, William McClymont

    Context . Emission lines from ionized gas are key diagnostics of star formation, metallicity, and ionization conditions in galaxies. Interpreting spatially resolved observations from integral field surveys (e.g., MaNGA , VLT/MUSE , JWST/NIRSpec ) and comparing them with hydrodynamical simulations requires three-dimensional photoionization models that handle realistic geometries, dust attenuation, and synthetic instrument output. Aims . We present a new photoionization module for the Monte Carlo radiative transfer code SKIRT that predicts emission-line luminosities of ionized gas in three dimensions. It combines precomputed Cloudy tables for gas temperature and opacity with a direct calculation of ion fractions and line emissivities. Methods . The module characterizes the local ionizing radiation field by log U and four spectral-shape ratios across the ionizing continuum (1–6 Ryd). Precomputed Cloudy tables map these to gas temperature and photoionization opacities, and they converge through SKIRT ’s existing iteration cycle. Emission-line luminosities are computed directly. An inline solver determines ion fractions from the converged radiation field and temperature and evaluates emissivities from recombination coefficients and collisional excitation rates. We validated the module against Cloudy on 60 spherical shell models and against COLT on a Milky Way-analog galaxy. Results . Across the one-dimensional benchmark grid, hydrogen recombination lines agree with Cloudy to within a few percent (H α median ratio 0.97), and the forbidden lines to within ∼5%, except [S II ] λ 6717 (median ratio 1.23), whose offset traces a temperature overestimate near the ionization front. In the three-dimensional galaxy comparison, integrated luminosities agree with COLT to within 18% for the hydrogen lines and 2% for [N II ], while [O III ] and [S II ] are systematically elevated by ∼70% and ∼80%. Pixel-by-pixel correlation coefficients reach r ≥ 0.92, with luminosity-weighted scatter of 0.14–0.31 dex, and broadly consistent BPT line ratios. Conclusions . The module enables self-consistent synthetic observations in which ionized-gas emission lines, dust attenuation, and dust reemission are computed in a single Monte Carlo radiative transfer simulation applicable to any hydrodynamical simulation.


  • Open Access

    Double-Peaked Lyα Emission during Reionization Requires Nearby Voids and a Favorable Local Ionizing Background

    by Hyunbae Park, Aaron Smith, Intae Jung, Hidenobu Yajima, Pierre Ocvirk, Joseph S W Lewis, Luke Conaboy, Paul R Shapiro, Ilian T Iliev, Kyungjin Ahn, et al.

    Several Lyman-alpha (Lyα) emitters deep into the reionization era exhibit double-peaked Lyα emission profiles, raising the question of how the intergalactic medium can transmit photons blueward of the Lyα resonance at such high redshifts. To investigate this, we compute Lyα transmission along sightlines originating from galaxies in the Cosmic Dawn III simulation and identify cases that closely reproduce the observed double-peaked emission. In these cases, the sightlines intersect highly underdense voids located a few comoving megaparsecs from the source galaxy. These voids allow photons emitted blueward of Lyα to redshift through resonance without scattering while traversing them. The low opacity arises because the neutral hydrogen density scales with the square of the underlying gas density under ionization equilibrium, making sufficiently underdense regions with ≲ 30 % of cosmic mean density highly transmissive. Such voids naturally occur in the fluctuating cosmic density field, even in the vicinity of galaxies, and can also be associated with transmissive spikes in the Lyα forest. We find that the global probability of observing double-peaked emission is ∼0.5 % during reionization at an 80 % global ionization fraction, while no cases are found at 60 % ionization. We also find that this probability depends sensitively on the local ionizing background intensity, increasing by a factor of ∼103 for a tenfold increase in intensity. Recent accretion episodes of supermassive black holes can further increase this probability. These results suggest that double-peaked Lyα emission in high-z galaxies can serve as a sensitive probe of the ionizing background during the late stages of cosmic reionization.


  • Top Cited Papers
    Open Access

    A gas-enshrouded and gas-reddened black hole at cosmic dawn

    by Rohan P. Naidu, Jorryt Matthee, Harley Katz, Anna de Graaff, Pascal A. Oesch, Aaron Smith, Jenny E. Greene, Gabriel Brammer, Andrea Weibel, Raphael Hviding, et al.

    The physical processes that led to the formation of billion-solar-mass black holes within the first 700 million years of cosmic time, a period known as cosmic dawn, remain a puzzle 1 . Several theoretical scenarios have been proposed to seed and rapidly grow black holes 2–4 , but direct observations of these mechanisms remain elusive. Here we present a source 660 million years after the Big Bang that exhibits singular properties: among the largest hydrogen Balmer breaks reported at any redshift, broad multi-peaked Hβ emission, and Balmer line absorption in several transitions. We model this source as an enshrouded black hole in which the Balmer break and absorption features are a result of extremely dense, turbulent gas forming a dust-free envelope around a supermassive black hole 5,6 . This source may provide evidence of an early black hole embedded in dense gas—a theoretical configuration proposed to rapidly grow black holes by super-Eddington accretion 7,8 . Radiation from the black hole seems to dominate almost all observed light, leaving limited room for contribution from its host galaxy. If the source merged with its brighter neighbour, it would resemble the recently discovered ‘little red dots’ with perplexing spectral energy distributions 9–11 . The redness of the black hole is due to gas, not dust 12,13 , and scattering, not kinematics, gives rise to the complex line shapes and luminosities—black hole masses of these sources may therefore be overestimated by orders of magnitude.


  • Top Cited Papers
    Open Access

    Little Red Dot − Host Galaxy = Black Hole Star: A Gas-Enshrouded Heart at the Center of Every Little Red Dot

    by Wendy Q. Sun, Rohan P. Naidu, Jorryt Matthee, Anna de Graaff, John Chisholm, Jenny E. Greene, Pascal A. Oesch, Alberto Torralba, Raphael E. Hviding, Gabriel Brammer, et al.

    The central engines of Little Red Dots (LRDs) may be “black hole stars” (BH*s), early stages of black hole growth characterized by dense gas envelopes. So far, the most direct evidence for BH*s comes from a handful of sources where the host galaxy is completely outshone as suggested by their remarkably steep Balmer breaks. Here we present a novel scheme to disentangle BH*s from their host galaxies assuming that the [OIII]5008Å line arises exclusively from the host. Using a sample of 98 LRDs ( z ≈ 2 − 9 ) with high quality NIRSpec/PRISM spectra, we demonstrate that the host-subtracted median stack displays a Balmer break > 2 × stronger than massive quiescent galaxies, with the rest-optical continuum resembling a blackbody-like SED ( K, erg s, au). We measure a steep Balmer decrement (H α /H β > 10 ) and numerous density-sensitive features (e.g., FeII, HeI, OI). These are hallmark signatures of dense gas envelopes, providing population-level evidence that BH*s indeed power LRDs. In the median LRD, BH*s account for ∼ 20 % of the UV emission, ∼ 50 % at the Balmer break, and ∼ 90 % at wavelengths longer than H α with the remainder arising from the host. BH*s preferentially reside in low-mass galaxies () undergoing recent starbursts, as evidenced by extreme emission line EWs (e.g., [OIII]5008Å ≈ 1100 Å, CIII] ≈ 12 Å), thereby favoring BH* origins linked to star-formation. We show V-shaped LRD selections are biased to high BH*/host fractions ( ≳ 60 % at 5500Å) – less dominant BH*s may be powering JWST’s blue broad-line AGN. We find BH*s are so commonplace and transient (duty cycle ∼ 1 % , lifetime ∼ 10 Myrs) that every massive black hole may have once shone as a BH*.


  • Open Access

    The thesan project: Lyman- α intensity mapping of cosmic reionization

    by Mouza Almualla, Aaron Smith, Rahul Kannan, Lars Hernquist, Enrico Garaldi, Adam Lidz, Kevin Lorinc, Jennifer Yik Ham Chan, Mark Vogelsberger

    Line intensity mapping (LIM) has garnered attention as a powerful cosmological probe, with current-generation instruments such as SPHEREx (Spectro-Photometer for the History of the Universe, Epoch of Reionization and Ices Explorer) capable of mapping the evolution of large-scale structure during the epoch of reionization (EoR). Lyman-alpha (Ly$\alpha$) emission in the EoR is strongly shaped by resonant absorption from neutral hydrogen in the diffuse intergalactic medium (IGM), which transforms galactic sources into a low surface-brightness background. In this work, we leverage the state-of-the-art thesan cosmological simulations to produce high-resolution theoretical predictions for future Ly$\alpha$ LIM studies, constructing continuous light-cones for line-of-sight cosmological integrations. We assess the contributions of recombination, collisional excitation, and unresolved H ii regions to the total Ly$\alpha$ spectral intensity. In addition, we explore the IGM in absorption at different redshifts using damping wing analysis. We produce channel maps exploring spatial fluctuations across redshift bands probe-able by LIM instruments. We find that the slope of the absorption-included Ly$\alpha$ fluctuation power spectrum at smaller scales ($k \gtrsim 2\times 10^{-2}\, \rm {arcsec}^{-1}$) steepens toward lower redshift, and that our emission-only Ly$\alpha$ power spectrum lies above the SPHEREx sensitivity, whereas the absorption-included signal is $\sim \,$7–8 orders of magnitude lower – providing a conservative lower limit on inhomogeneity signatures and highlighting the importance of including resonant scattering in the future. We also find that including outflows in a simple toy model boosts power by four orders of magnitude for a channel map spanning $z\in [5.5,6.5]$. We identify limitations in our analysis and propose next steps, including incorporating the effects of resonant Ly$\alpha$ scattering and line interlopers, as well as larger simulation volumes.