Josh Borrow’s research while affiliated with Massachusetts Institute of Technology and other places

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Publications (66)


The THESAN-ZOOM project: central starbursts and inside-out quenching govern galaxy sizes in the early Universe
  • Preprint
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March 2025

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3 Reads

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1 Citation

William McClymont

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Aaron Smith

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Filip Popovic

We explore the evolution of galaxy sizes at high redshift (3<z<133<z<13) using the high-resolution THESAN-ZOOM radiation-hydrodynamics simulations, focusing on the mass range of 106M<M<1010M10^6\,\mathrm{M}_{\odot} < \mathrm{M}_{\ast} < 10^{10}\,\mathrm{M}_{\odot}. Our analysis reveals that galaxy size growth is tightly coupled to bursty star formation. Galaxies above the star-forming main sequence experience rapid central compaction during starbursts, followed by inside-out quenching and spatially extended star formation that leads to expansion, causing oscillatory behavior around the size-mass relation. Notably, we find a positive intrinsic size-mass relation at high redshift, consistent with observations but in tension with large-volume simulations. We attribute this discrepancy to the bursty star formation captured by our multi-phase interstellar medium framework, but missing from simulations using the effective equation-of-state approach with hydrodynamically decoupled feedback. We also find that the normalization of the size-mass relation follows a double power law as a function of redshift, with a break at z6z\approx6, because the majority of galaxies at z>6z>6 show rising star-formation histories, and therefore are in a compaction phase. We demonstrate that Hα\alpha emission is systematically extended relative to the UV continuum by a median factor of 1.7, consistent with recent JWST studies. However, in contrast to previous interpretations that link extended Hα\alpha sizes to inside-out growth, we find that Lyman-continuum (LyC) emission is spatially disconnected from Hα\alpha. Instead, a simple Str\"{o}mgren sphere argument reproduces observed trends, suggesting that extreme LyC production during central starbursts is the primary driver of extended nebular emission.

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The THESAN-ZOOM project: Population III star formation continues until the end of reionization

March 2025

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2 Reads

Population III (Pop III) stars are the first stars in the Universe, forming from pristine, metal-free gas and marking the end of the cosmic dark ages. Their formation rate is expected to sharply decline after redshift z15z \approx 15 due to metal enrichment from previous generations of stars. In this paper, we analyze 14 zoom-in simulations from the THESAN-ZOOM project, which evolves different haloes from the THESAN-1 cosmological box down to redshift z=3. The high mass resolution of up to 142M142 M_\odot per cell in the gas phase combined with a multiphase model of the interstellar medium (ISM), radiative transfer including Lyman-Werner radiation, dust physics, and a non-equilibrium chemistry network that tracks molecular hydrogen, allows for a realistic but still approximate description of Pop III star formation in pristine gas. Our results show that Pop III stars continue to form in low-mass haloes ranging from 106M10^6 M_\odot to 109M10^9 M_\odot until the end of reionization at around z=5. At this stage, photoevaporation suppresses further star formation in these minihaloes, which subsequently merge into larger central haloes. Hence, the remnants of Pop III stars primarily reside in the satellite galaxies of larger haloes at lower redshifts. While direct detection of Pop III stars remains elusive, these results hint that lingering primordial star formation could leave observable imprints or indirectly affect the properties of high-redshift galaxies. Explicit Pop III feedback and specialized initial mass function modelling within the THESAN-ZOOM framework would further help interpreting emerging constraints from the James Webb Space Telescope.


The THESAN-ZOOM project: Long-term imprints of external reionization on galaxy evolution

March 2025

We investigate the impact of ionizing external ultraviolet (UV) radiation on low-mass haloes (Mh<1010MM_{h}<10^{10}M_\odot) at high redshift using 1140M1140M_\odot baryonic resolution zoom-in simulations of seven regions from the THESAN-ZOOM project. We compare three simulation sets that differ in the treatment of external UV radiation: one employing a uniform UV background initiated at z=10.6 in addition to radiation transport for local sources, another with the same background starting at z=5.5, and the default configuration in which the large-scale radiation field from the parent THESAN-1 simulation box acts as a boundary condition. The multi-phase interstellar medium (ISM) model, combined with its high mass resolution, allows us to resolve all star-forming haloes and capture the back-reaction of ionizing radiation on galaxy properties during the epoch of reionization. When present, external UV radiation efficiently unbinds gas in haloes with masses below 109M10^9M_\odot and suppresses subsequent star formation. As a result, in simulations with early reionization, minihaloes fail to form stars from pristine gas, leading to reduced metal enrichment of gas later accreted by more massive haloes. Consequently, haloes with masses below 1010M10^{10}M_\odot at all simulated epochs (z>3) exhibit lower metallicities and altered metallicity distributions. The more accurate and realistic shielding from external UV radiation, achieved through self-consistent radiative transfer, permits the existence of a cold but low-density gas phase down to z=3. These findings highlight the importance of capturing a patchy reionization history in high-resolution simulations targeting high-redshift galaxy formation. We conclude that at minimum, a semi-numerical model that incorporates spatially inhomogeneous reionization and a non-uniform metallicity floor is necessary to accurately emulate metal enrichment in minihaloes.


The THESAN-ZOOM project: Star-formation efficiencies in high-redshift galaxies

March 2025

Recent JWST observations hint at unexpectedly intense cosmic star-formation in the early Universe, often attributed to enhanced star-formation efficiencies (SFEs). Here, we analyze the SFE in THESAN-ZOOM, a novel zoom-in radiation-hydrodynamic simulation campaign of high-redshift (z3z \gtrsim 3) galaxies employing a state-of-the-art galaxy formation model resolving the multiphase interstellar medium (ISM). The halo-scale SFE (ϵhalo\epsilon^{\ast}_{\rm halo}) - the fraction of baryons accreted by a halo that are converted to stars - follows a double power-law dependence on halo mass, with a mild redshift evolution above Mhalo109.5MM_{\rm halo} \gtrsim 10^{9.5}\,{\rm M}_{\odot}. The power-law slope is roughly 1/3 at large halo masses, consistent with expectations when gas outflows are momentum-driven. At lower masses, the slope is roughly 2/3 and is more aligned with the energy-driven outflow scenario. ϵhalo\epsilon^{\ast}_{\rm halo} is a factor of 232-3 larger than commonly assumed in empirical galaxy-formation models at Mhalo1011MM_{\rm halo} \lesssim 10^{11}\,{\rm M}_{\odot}. On galactic (kpc) scales, the Kennicutt-Schmidt (KS) relation of neutral gas is universal in THESAN-ZOOM, following ΣSFRΣgas2\Sigma_{\rm SFR} \propto \Sigma_{\rm gas}^2, indicative of a turbulent energy balance in the ISM maintained by stellar feedback. The rise of ϵhalo\epsilon^{\ast}_{\rm halo} with halo mass can be traced primarily to increasing gas surface densities in massive galaxies, while the underlying KS relation and neutral, star-forming gas fraction remain unchanged. Although the increase in ϵhalo\epsilon^{\ast}_{\rm halo} with redshift is relatively modest, it is sufficient to explain the large observed number density of UV-bright galaxies at z12z \gtrsim 12. However, reproducing the brightest sources at MUV21M_{\rm UV} \lesssim -21 may require extrapolating the SFE beyond the halo mass range directly covered by THESAN-ZOOM.


The THESAN-ZOOM project: Burst, quench, repeat -- unveiling the evolution of high-redshift galaxies along the star-forming main sequence

February 2025

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5 Reads

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2 Citations

Characterizing the evolution of the star-forming main sequence (SFMS) at high redshift is crucial to contextualize the observed extreme properties of galaxies in the early Universe. We present an analysis of the SFMS and its scatter in the THESAN-ZOOM simulations, where we find a redshift evolution of the SFMS normalization scaling as (1+z)2.64±0.03\propto (1+z)^{2.64\pm0.03}, significantly stronger than is typically inferred from observations. We can reproduce the flatter observed evolution by filtering out weakly star-forming galaxies, implying that current observational fits are biased due to a missing population of lulling galaxies or overestimated star-formation rates. We also explore star-formation variability using the scatter of galaxies around the SFMS (σMS\sigma_{\mathrm{MS}}). At the population level, the scatter around the SFMS increases with cosmic time, driven by the increased importance of long-term environmental effects in regulating star formation at later times. To study short-term star-formation variability, or ''burstiness'', we isolate the scatter on timescales shorter than 50 Myr. The short-term scatter is larger at higher redshift, indicating that star formation is indeed more bursty in the early Universe. We identify two starburst modes: (i) externally driven, where rapid large-scale inflows trigger and fuel prolonged, extreme star formation episodes, and (ii) internally driven, where cyclical ejection and re-accretion of the interstellar medium in low-mass galaxies drive bursts, even under relatively steady large-scale inflow. Both modes occur at all redshifts, but the increased burstiness of galaxies at higher redshift is due to the increasing prevalence of the more extreme external mode of star formation.


Introducing the THESAN-ZOOM project: radiation-hydrodynamic simulations of high-redshift galaxies with a multi-phase interstellar medium

February 2025

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8 Reads

We introduce the THESAN-ZOOM project, a comprehensive suite of high-resolution zoom-in simulations of 14 high-redshift (z>3z>3) galaxies selected from the THESAN simulation volume. This sample encompasses a diverse range of halo masses, with Mhalo1081013 MM_\mathrm{halo} \approx 10^8 - 10^{13}~\mathrm{M}_\odot at z=3. At the highest-resolution, the simulations achieve a baryonic mass of 142 M142~\mathrm{M}_\odot and a gravitational softening length of 17 cpc17~\mathrm{cpc}. We employ a state-of-the-art multi-phase interstellar medium (ISM) model that self-consistently includes stellar feedback, radiation fields, dust physics, and low-temperature cooling through a non-equilibrium thermochemical network. Our unique framework incorporates the impact of patchy reionization by adopting the large-scale radiation field topology from the parent THESAN simulation box rather than assuming a spatially uniform UV background. In total, THESAN-ZOOM comprises 60 simulations, including both fiducial runs and complementary variations designed to investigate the impact of numerical and physical parameters on galaxy properties. The fiducial simulation set reproduces a wealth of high-redshift observational data such as the stellar-to-halo-mass relation, the star-forming main sequence, the Kennicutt-Schmidt relation, and the mass-metallicity relation. While our simulations slightly overestimate the abundance of low-mass and low-luminosity galaxies they agree well with observed stellar and UV luminosity functions at the higher mass end. Moreover, the star-formation rate density closely matches the observational estimates from z=314z=3-14. These results indicate that the simulations effectively reproduce many of the essential characteristics of high-redshift galaxies, providing a realistic framework to interpret the exciting new observations from JWST.


TangoSIDM Project: is the stellar mass Tully–Fisher relation consistent with SIDM?

December 2024

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1 Read

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6 Citations

Monthly Notices of the Royal Astronomical Society

Self-interacting dark matter (SIDM) has the potential to significantly influence galaxy formation in comparison to the cold, collisionless dark matter paradigm (CDM), resulting in observable effects. This study aims to elucidate this influence and to demonstrate that the stellar mass Tully-Fisher relation imposes robust constraints on the parameter space of velocity-dependent SIDM models. We present a new set of cosmological hydrodynamical simulations that include the SIDM scheme from the TangoSIDM project and the SWIFT-EAGLE galaxy formation model. Two cosmological simulations suites were generated: one (Reference model) which yields good agreement with the observed z = 0 galaxy stellar mass function, galaxy mass-size relation, and stellar-to-halo mass relation; and another (WeakStellarFB model) in which the stellar feedback is less efficient, particularly for Milky Way-like systems. Both galaxy formation models were simulated under four dark matter cosmologies: CDM, SIDM with two different velocity-dependent cross sections, and SIDM with a constant cross section. While SIDM does not modify global galaxy properties such as stellar masses and star formation rates, it does make the galaxies more extended. In Milky Way-like galaxies, where baryons dominate the central gravitational potential, SIDM thermalises, causing dark matter to accumulate in the central regions. This accumulation results in density profiles that are steeper than those produced in CDM from adiabatic contraction. The enhanced dark matter density in the central regions of galaxies causes a deviation in the slope of the Tully-Fisher relation, which significantly diverges from the observational data. In contrast, the Tully-Fisher relation derived from CDM models aligns well with observations.


The Velocity Dispersion Function for Quiescent Galaxies in Massive Clusters from IllustrisTNG

October 2024

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9 Reads

The Astrophysical Journal

We derive the central stellar velocity dispersion function (VDF) for quiescent galaxies in 280 massive clusters with log ( M 200 / M ⊙ ) > 14 in IllustrisTNG300. The VDF is an independent tracer of the dark matter mass distribution of subhalos in galaxy clusters. Based on the IllustrisTNG cluster catalog, we select quiescent member subhalos with a specific star formation rate <2 × 10 ⁻¹¹ yr ⁻¹ and stellar mass log ( M * / M ⊙ ) > 9 . We then simulate fiber spectroscopy to measure the stellar velocity dispersion of the simulated galaxies; we compute the line-of-sight velocity dispersions of star particles within a cylindrical volume that penetrates the core of each subhalo. We construct the VDFs for quiescent subhalos within R 200 . The simulated cluster VDF exceeds the simulated field VDF for log σ * > 2.2 , indicating the preferential formation of large velocity dispersion galaxies in dense environments. The excess is similar in simulations and in the observations. We also compare the simulated VDF for the three most massive clusters with log ( M 200 / M ⊙ ) > 15 with the observed VDF for the two most massive clusters in the local Universe, Coma and A2029. Intriguingly, the simulated VDFs are significantly lower for log σ * > 2.0 . This discrepancy results from (1) a smaller number of subhalos with log ( M * / M ⊙ ) > 10 in TNG300 compared to the observed clusters, and (2) a significant offset between the observed and simulated M * – σ * relations. The consistency in the overall shape of the observed and simulated VDFs offers a unique window into galaxy and structure formation in simulations.


The thesan project: galaxy sizes during the epoch of reionization

September 2024

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12 Reads

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7 Citations

Monthly Notices of the Royal Astronomical Society

We investigate galaxy sizes at redshift z ≳ 6 with the cosmological radiation-magneto-hydrodynamic simulation suite thesan(-hr). These simulations simultaneously capture reionization of the large-scale intergalactic medium and resolved galaxy properties. The intrinsic sizes (r1/2r^{\ast }_{1/2}) of simulated galaxies increase moderately with stellar mass at M108MM_{\ast } \lesssim 10^{8}{\, \rm M_\odot } and decrease fast at larger masses, resulting in a hump feature at M108MM_{\ast }\sim 10^{8}{\, \rm M_\odot } that is insensitive to redshift. Low-mass galaxies are in the initial phase of size growth and are better described by a spherical shell model with feedback-driven outflows competing with the cold inflowing gas streams. In contrast, massive galaxies fit better with the disk formation model. They generally experience a phase of rapid compaction and gas depletion, likely driven by internal disk instability rather than external processes. We identify four compact quenched galaxies in the (95.5 cMpc)3 volume of thesan-1 at z ≃ 6 and their quenching follows reaching a characteristic stellar surface density akin to the massive compact galaxies at cosmic noon. Compared to observations, we find that the median UV effective radius (ReffUVR^{\rm UV}_{\rm eff}) of simulated galaxies is at least three times larger than the observed ones at M109MM_{\ast }\lesssim 10^{9}{\, \rm M_\odot } or MUV ≳ −20 at 6 ≲ z ≲ 10. The population of compact galaxies (ReffUV300pcR^{\rm UV}_{\rm eff}\lesssim 300\, {\rm pc}) galaxies at M108MM_{\ast }\sim 10^{8}{\, \rm M_\odot } is missing in our simulations. This inconsistency persists across many other cosmological simulations with different galaxy formation models and demonstrates the potential of using galaxy morphology to constrain physics of galaxy formation at high redshifts.


Brightest Cluster Galaxy Offsets in Cold Dark Matter

August 2024

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10 Reads

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3 Citations

The Open Journal of Astrophysics

The distribution of offsets between the brightest cluster galaxies of galaxy clusters and the centroid of their dark matter distributions is a promising probe of the underlying dark matter physics. In particular, since this distribution is sensitive to the shape of the potential in galaxy cluster cores, it constitutes a test of dark matter self-interaction on the largest mass scales in the universe. We examine these offsets in three suites of modern cosmological simulations; IllustrisTNG, MillenniumTNG and BAHAMAS. For clusters above , we examine the dependence of the offset distribution on gravitational softening length, the method used to identify centroids, redshift, mass, baryonic physics, and establish the stability of our results with respect to various nuisance parameter choices. We find that offsets are overwhelmingly measured to be smaller than the minimum converged length scale in each simulation, with a median offset of in the highest resolution simulation considered, TNG300-1, which uses a gravitational softening length of . We also find that centroids identified via source extraction on smoothed dark matter and stellar particle data are consistent with the potential minimum, but that observationally relevant methods sensitive to cluster strong gravitational lensing scales, or those using the the “light traces mass” approach, in this context meaning gas is used as a tracer for the potential, can overestimate offsets by factors of ∼ 10 and ∼ 30 , respectively. This has the potential to reduce tensions with existing offset measurements which have served as evidence for a nonzero dark matter self-interaction cross section.


Citations (38)


... If inside-out growth has occurred, where star formation begins at the centre of a galaxy and over time moves outwards, we expect an older population of stars in the centre of that galaxy and a young population of stars on the outskirts (e.g., Muñoz-Mateos et al. 2007;Pezzulli et al. 2015;Lian et al. 2017;Frankel et al. 2019;Lyu et al. 2025). This would produce a more extended light profile in shorter wavelengths than longer wavelengths; hence, the rest-optical size will be larger than the rest-NIR size, and R F150W /R F444W > 1. If, however, a galaxy underwent a central starburst, the centre of that galaxy would be populated with young stars, and the outskirts would have older stars, which could potentially be caused by mergers (e.g., Tacchella et al. 2016a;McClymont et al. 2025b). This would lead to the light profile being more extended in the longer wavelengths than the shorter wavelengths, and the size in the rest-optical will be more compact than the size in the rest-NIR, therefore R F150W /R F444W < 1. ...

Reference:

Big, Dusty Galaxies in Blue Jay: Insights into the Relationship Between Morphology and Dust Attenuation at Cosmic Noon
The THESAN-ZOOM project: central starbursts and inside-out quenching govern galaxy sizes in the early Universe

... The stellar mass and SFR are, however, not independent quantities, with a plethora of works studying the observed relationship between the SFR and stellar mass, or the star-forming main sequence (e.g., Brinchmann et al. 2004;Nelson et al. 2016b;Lin et al. 2019;Nelson et al. 2021;Leja et al. 2022;Alsing et al. 2024;McClymont et al. 2025a). Therefore, cross-correlations may elevate the correlation between the dust attenuation and the stellar mass or SFR. ...

The THESAN-ZOOM project: Burst, quench, repeat -- unveiling the evolution of high-redshift galaxies along the star-forming main sequence

... This will enabled rapid copying of the data via the Librarian to NERSC. For more details on the Librarian see Borrow et al. 2024. 19 We deploy several separate JupyterHub installations, split across three KVM guests running on two servers, to enable user interactive data exploration. ...

Making Research Data Flow With Python
  • Citing Conference Paper
  • July 2024

... It is also less affected by dust extinction, providing a clearer view of the galaxy's true mass (Förster Schreiber & Wuyts 2020). Before the launch of the James Webb Space Telescope (JWST), simulations offered testable predictions for the rest-frame optical size of galaxies and its scaling relations with mass/luminosity at high redshifts (z > 3), as well as size as a function of wavelength (Ma et al. 2018;Wu et al. 2020;Popping et al. 2021;Roper et al. 2022;Marshall et al. 2022;Shen et al. 2024), and we are able now to test that. ...

The thesan project: galaxy sizes during the epoch of reionization
  • Citing Article
  • September 2024

Monthly Notices of the Royal Astronomical Society

... While this ambitious project has seen extensive use (e.g. Yeh et al. 2023;Neyer et al. 2024;Jamieson et al. 2024;Garaldi et al. 2024;Shen et al. 2024a), it is not well suited to tackle key astrophysical questions about small-scale star formation and the ISM due to the effective equation-of-state galaxy formation approach. ...

The thesan project: Connecting ionized bubble sizes to their local environments during the Epoch of Reionization
  • Citing Article
  • May 2024

Monthly Notices of the Royal Astronomical Society

... However, given that the average variation on the stellar mass estimates is only about 0.02 dex, we chose to retain 30 kpc as our baseline.9 We have also computed a light-weighted velocity dispersion, using the ratio of the particle luminosity over the total luminosity as weight, obtaining the same distribution of [ ★, ] , consistently with the recent findings fromSohn et al. (2024), hence we decided to keep the simple Eq.(19). ...

Velocity Dispersions of Quiescent Galaxies in IllustrisTNG

The Astrophysical Journal

... The simulations were performed using the open-source Swift simulation code (Schaller et al. 2024) In particular, neutrinos are evolved using the -method of Elbers et al. (2021) and the gas is evolved using the SPHENIX (Borrow et al. 2022) ...

Swift : A modern highly-parallel gravity and smoothed particle hydrodynamics solver for astrophysical and cosmological applications
  • Citing Article
  • March 2024

Monthly Notices of the Royal Astronomical Society

... For that task, the locations of "neutral islands" must be known, so this can only be done in numerical simulations of cosmic reionization. The two simulation sets available to us are the "Cosmic Reionization On Computers" (CROC, Gnedin 2014; Gnedin & Kaurov 2014;Gnedin 2022) and "Thesan" Garaldi et al. 2022Garaldi et al. , 2024. The two simulations are very similar in many respects: they have similar volumes (∼ 100 cMpc) and spatial resolutions (100-300 proper pc), almost identical mass resolution (2000 3 ), and model a similar range of relevant physical effects: gas dynamics, non-equilibrium cooling and ionization, radiative transfer, and star formation and stellar feedback. ...

The thesan project: public data release of radiation-hydrodynamic simulations matching reionization-era JWST observations
  • Citing Article
  • March 2024

Monthly Notices of the Royal Astronomical Society