SDSimthembile Dlamini

Simthembile Dlamini

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

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Simthembile Dlamini has a total of 137 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Fast radio burst dispersion measure-timing cross-correlations: bias self-calibration and primordial non-Gaussianity constraints

    by Simthembile Dlamini

    Fast radio bursts (FRBs) carry ‘fossil’ information about non-Gaussianity generated during inflation. This primordial signal is most accessible on the largest scales, where the scale-dependent bias correction $$\propto f_\textrm{NL} H_0^2/k^2$$ ∝ f NL H 0 2 / k 2 dominates, but where cosmic and astrophysical systematic effects are also strongest. A central obstacle to extracting $$f_\textrm{NL}$$ f NL from FRB dispersion measures (DMs) is the degeneracy between the intergalactic-medium (IGM) electron bias $$b_e$$ b e and the primordial non-Gaussianity (PNG) signal, which degrades $$\sigma (f_\textrm{NL})$$ σ ( f NL ) by factors of 1.7–3.3 when $$b_e$$ b e is marginalised, severely limiting the constraining power of any single-bin DM analysis. We introduce a new method to break this degeneracy internally, by exploiting the cross-power spectrum $$C^{D\Delta t}_\ell $$ C ℓ D Δ t between the FRB DM field and the Shapiro timing delays measured along multiple interferometric sightlines. The DM field traces the biased electron density $$\delta _e = b_e\,\delta _m$$ δ e = b e δ m , while the Shapiro timing signal probes the Newtonian gravitational potential $$\Phi \propto -\delta _m/k^2$$ Φ ∝ - δ m / k 2 independently of astrophysical bias. Their cross-correlation, when combined with the timing auto-spectrum as a ratio estimator $$\hat{b}_e(\ell )\equiv C^{D\Delta t}_\ell /C^{\Delta t\Delta t}_\ell $$ b ^ e ( ℓ ) ≡ C ℓ D Δ t / C ℓ Δ t Δ t , isolates $$b_e$$ b e independently of the amplitude of $$P_{mm}$$ P mm , providing a self-calibration of the electron bias from the FRBs. We derive $$C^{D\Delta t}_\ell $$ C ℓ D Δ t analytically in the Limber approximation and demonstrate that corrections to the Limber condition for the timing field are suppressed below $$10^{-6}$$ 10 - 6 at all multipoles of interest, eliminating a potential source of systematic error. A joint Fisher matrix analysis over $$\varvec{\theta } = \{f_\textrm{NL},\,b^0_e,\,z_\textrm{fb}\}$$ θ = { f NL , b e 0 , z fb } , using the complete data vector $$\{C^{DD}_\ell , C^{\Delta t\Delta t}_\ell , C^{D\Delta t}_\ell \}$$ { C ℓ DD , C ℓ Δ t Δ t , C ℓ D Δ t } , shows that including $$C^{D\Delta t}_\ell $$ C ℓ D Δ t reduces $$\sigma (b^0_e)$$ σ ( b e 0 ) by a factor of 2.1–5.1 relative to a DM-only analysis, depending on survey depth and interferometric baseline. After full marginalisation over the bias model, the joint analysis recovers $$\sigma (f_\textrm{NL})$$ σ ( f NL ) within a factor of 1.0–1.9 of the fixed-bias benchmark, compared with a factor of 1.7–3.3 degradation when the cross-spectrum is omitted. While the resulting single-bin forecasts ( $$\sigma (f_\textrm{NL}) \approx 790$$ σ ( f NL ) ≈ 790 –1360 for $$N_\textrm{FRB} = 10^4$$ N FRB = 10 4 , $$l = 500\,\textrm{AU}$$ l = 500 AU ) remain weaker than current large-scale structure constraints ( $$\sigma (f_\textrm{NL}) \approx 20$$ σ ( f NL ) ≈ 20 –50 from galaxy clustering), this paper is primarily a methodological contribution: we establish $$C^{D\Delta t}_\ell $$ C ℓ D Δ t as a new, internally self-calibrated observable for FRB surveys, and provide the Fisher machinery needed to incorporate it into future tomographic analyses.

  • Open Access

    The lifetime of 100 000 molecular clouds in the nearby Universe

    by Z. Bazzi, M. I. N. Kobayashi, D. Colombo, F. Bigiel, A. K. Leroy, S. E. Meidt, R. S. Klessen, E. Rosolowsky, R. Chown, D. A. Dale, et al.

    Multiple mechanisms are proposed for the formation of giant molecular clouds (GMCs) – from gravitational free-fall caused by self-gravity, to stellar feedback-driven gas compression. Both the galactic environment and galaxy conditions could play an additional role in enhancing the formation via their gas surface density and star formation activity. In this paper, we make use of a catalog of 108 466 GMCs identified by F770W PHANGS-JWST imaging across 66 galaxies at a homogenized resolution of 30 pc. We measure the mass spectra in various galactic regions, whose power-law slopes vary from −1.2 to −2.0. We then estimate the formation time of each cloud using a model in which GMCs form by multiple feedback compression, and find that clouds with masses ≤10 5 M ⊙ form in 20 Myr on average, and more massive clouds (∼10 6 − 7 M ⊙ ) take up to 100 Myr. We also find that cloud formation proceeds most rapidly in the central regions of galaxies, with formation timescales that are typically shorter by ∼5 − 10 Myr compared to galactic disks. This effect is most pronounced in central molecular zones with enhanced star formation. This highlights the role of intense massive star formation, high molecular gas surface densities, and strong supersonic compressions in accelerating cloud formation. However, star formation is generally inefficient as the cloud lifetime is ∼1% of the molecular depletion time. The formation time of clouds is ∼0.1 dex longer than the free-fall time. This hints that magnetic fields, stellar feedback, or other mechanisms may prolong their formation instead of immediate free-fall collapse. This indicates a longevity of massive GMCs. The GMC ages also show only limited variation with galactocentric radius in both spiral and disk galaxies, suggesting that cloud formation proceeds similarly in these galaxy types.

  • Open Access

    Constraining the Subgalactic Relationship between Star Formation and the Hot Interstellar Medium in NGC 4254

    by Erik B. Monson, Bret D. Lehmer, Amirnezam Amiri, Karina Barboza, Ashley T. Barnes, Antara R. Basu-Zych, Daniel A. Dale, Sanskriti Das, Simthembile Dlamini, Simon Glover, et al.

    We investigate the relationship between star formation and X-ray emission from the hot interstellar medium (ISM) on ∼kiloparsec scales in NGC 4254 (M99) by combining spatially resolved star formation histories (SFHs) and Bayesian X-ray spectral fitting. We measure subgalactic star formation rates (SFR) by modeling spectrophotometric UV-IR data with flexible SFHs, and we produce point-source-subtracted maps of the diffuse X-ray emission using Chandra data. We extract and fit the spectra of five regions selected by their SFR density Σ SFR , deriving hot gas luminosities and plasma temperatures. We examine the subgalactic kT –Σ SFR and L X gas − Σ SFR scaling relations in NGC 4254 and compare to predictions from simple models of the feedback into the ISM from core collapse supernovae (CCSNe). The hot gas emission from NGC 4254 is consistent with thermalization of ≈40%–50% of the energy from CCSNe in the ISM, and mass-loading of the CCSNe ejecta, which decreases as Σ SFR − 1 / 3 . Our optimized model implies a temperature and X-ray production efficiency that scale as k T = ( 0.7 2 − 0.18 + 0.26 keV ) Σ SFR 0.34 ± 0.10 and η = ( 0.0 3 − 0.01 + 0.02 ) Σ SFR 0.34 ± 0.18 , respectively, for Σ SFR = 0.01–0.13 M ⊙ yr −1 kpc −2 . We also compare the properties of the hot ISM to other ISM phases using data from the PHANGS program. The diffuse X-ray emission of a given region is on average 200 times fainter than the H α emission, and we see evidence that the hot ISM is overpressurized compared to the large-scale dynamical equilibrium pressure of the galaxy, consistent with expansion of the hot ISM into the ambient medium.

  • Open Access

    Duration and properties of the embedded phase of star formation in 37 nearby galaxies from PHANGS-JWST

    by Lise Ramambason, Mélanie Chevance, Jaeyeon Kim, Francesco Belfiore, J. M. Diederik Kruijssen, Andrea Romanelli, Amirnezam Amiri, Médéric Boquien, Ryan Chown, Daniel A. Dale, et al.

    Light reprocessed by dust grains emitting in the infrared enables the study of the physics at play in dusty embedded regions, where ultraviolet and optical wavelengths are attenuated. Infrared telescopes such as JWST have made it possible to study the earliest feedback phases, when stars are shielded by cocoons of gas and dust. Comprehending this phase is crucial for unravelling the effects of feedback from young stars that leads to their emergence and the dispersal of their host molecular clouds. Here we show that the transition from the embedded to the exposed phase of star formation is short ($< 4$ Myr) and sometimes almost absent ($< 1$ Myr) across a sample of 37 nearby star-forming galaxies covering a wide range of morphologies, from massive barred spirals to irregular dwarfs. The short duration of the dust-clearing timescales suggests a predominant role of pre-supernova feedback mechanisms in revealing newborn stars, confirming previous results on smaller samples and allowing, for the first time, a statistical analysis of their dependencies. We find that the timescales associated with mid-infrared emission at 21 μm, tracing a dust-embedded feedback phase, are controlled by a complex interplay between giant molecular cloud properties (masses and velocity dispersions) and galaxy morphology. We report relatively longer durations of the embedded phase of star formation in barred spiral galaxies, while this phase is significantly reduced in low-mass irregular dwarf galaxies. We discuss tentative trends with gas-phase metallicity, which may favor faster cloud dispersal at low metallicities.


  • Open Access

    PHANGS-JWST: The largest extragalactic molecular cloud catalog traced by polycyclic aromatic hydrocarbon emission

    by Z. Bazzi, D. Colombo, F. Bigiel, A. K. Leroy, E. Rosolowsky, K. Sandstrom, A. Duarte-Cabral, H. Faustino Vieira, M. I. N. Kobayashi, H. He, et al.

    High-resolution JWST images of nearby spiral galaxies reveal polycyclic aromatic hydrocarbon (PAH) structures that potentially trace molecular clouds, even CO-dark regions. For this paper, we identified ISM cloud structures in PHANGS-JWST 7.7 μm PAH emission maps for 66 galaxies, smoothed to a common physical resolution of 30 pc and at native resolution. We extracted 108 466 cloud structures in the 30 pc sample and 146 040 clouds in the native resolution sample. We then calculated their molecular properties following a linear conversion from PAH to CO. Given the tendency for clouds in galaxy centers to overlap in velocity space, we opted to flag these clouds and omit them from the analysis in this work. The remaining clouds correspond to giant molecular clouds, such as those detected in CO(2 − 1) emission by ALMA, or lower surface density clouds that either fall below the ALMA detection limits of existing maps or genuinely have no molecular counterpart. We specifically used the homogenized sample for our analysis. Upon cross-matching the PAH clouds to the ALMA CO clouds at a homogenized resolution of 90 pc in 27 galaxies, we find that 41% of the PAH clouds are associated with a CO counterpart. We also show that the converted molecular cloud properties of the PAH clouds do not differ much when compared in different galactic environments. However, outside the central environment, the highest molecular mass surface density clouds are preferentially found in spiral arms. We further apply a lognormal fit to the mass spectra to an unprecedented extragalactic completeness limit of 2 × 10 3 M ⊙ , and find that spiral arms contain the most massive clouds compared to other galactic environments. Our findings support the idea that spiral arm gravitational potentials foster the formation of high surface density clouds, and that lower surface density clouds form in the interarm regions. The cloud Σ mol values show a decline of a factor of ∼1.5 − 2 toward the outer 2 − 3 R e . However, the trend largely varies in individual galaxies, with flat, decreasing, and even no trend as a function of R gal . Factors such as large-scale processes, galaxy types, and morphologies might influence the observed trends. We note that combining homogenized molecular properties of individual galaxies leads to the loss of information about the physical processes that are driving deviations in trends of those properties across different galactic environments. We published two catalogs at the CDS, one at the common resolution of 30 pc and another at the native resolution. We expect them to have broad utility for future studies of PAH clouds, molecular clouds, and star formation.


  • Open Access

    Primary Beam Chromaticity in HIRAX. I. Characterization from Simulations and Power Spectrum Implications

    by Ajith Sampath, Devin Crichton, Kavilan Moodley, H. Cynthia Chiang, Eloy De Lera Acedo, Simthembile Dlamini, Sindhu Gaddam, Kit M. Gerodias, Quentin Gueuning, N. Gupta, et al.

    The Hydrogen Intensity and Real-time Analysis eXperiment (HIRAX) is an upcoming radio interferometric telescope designed to constrain dark energy through the 21 cm intensity mapping of baryon acoustic oscillations. Instrumental systematics must be controlled and carefully characterized to measure the 21 cm power spectrum with fidelity and achieve high-precision constraints on the cosmological parameters. The chromaticity of the primary beam is one such complicated systematic, which can leak the power of spectrally smooth foregrounds beyond the ideal horizon limits due to the complex spatial and spectral structures of the side lobes and the main lobe. This paper investigates the chromaticity of the HIRAX Stokes I primary beam and its impact on the accurate measurement of the 21 cm power spectrum. To investigate the effect of chromaticity on the 21 cm power spectrum, we present a physically motivated beam modeling technique that utilizes a flexible basis derived from traditional optics, allowing for the accounting of higher-order radial and azimuthal structures in the primary beam. We investigate the impact of imperfect knowledge of the main lobe and side lobes' chromaticity in the power spectrum space by subtracting a simple foreground model in simulated snapshot visibilities to recover the H i power spectrum. Additionally, we find that modeling up to the octupolar azimuthal order feature (fourth-order angular variation) in the primary beam is sufficient to reduce the leakage outside the wedge with minimal bias.


  • Open Access

    Evolved Supergiants in PHANGS I: Red Supergiants in 19 Galaxies between 5-20 Mpc with HST and JWST

    by Sumit K. Sarbadhicary, David Thilker, Adam K. Leroy, Janice C. Lee, Amirnezam Amiri, Gagandeep S. Anand, Ashley. T. Barnes, Médéric Boquien, Daniel A. Dale, Simthembile Dlamini, et al.

    Red supergiants (RSGs) are important for our understanding of supernova progenitors, stellar populations, stellar evolution, mass loss and dust production. Extragalactic surveys of RSGs have a long history in the Local Group, but few studies exist beyond that due to the limited resolution and sensitivity of ground-based and previous space-based infrared observatories. Here we demonstrate the combined power of HST and JWST to push systematic searches of RSGs out to $\sim$20 Mpc. We introduce a catalog of 97057 RSGs -- the largest single-survey release of RSGs -- with masses $\gtrsim$10 M$_{\odot}$ in 19 galaxies from the PHANGS HST+JWST Treasury program. We use HST F814W and JWST F200W photometry to select stars as RSGs based on predicted colors and magnitudes from PARSEC isochrones. The spatial distribution of our recovered RSGs follow the familiar pattern of mostly being concentrated in active star-forming regions such as spiral arms and central starburst rings. The RSG number density on kpc-scales is strongly correlated ($r_s$$\sim$0.82) with local star-formation rate density ($Σ_{SFR}$) traced by extinction-corrected far-ultraviolet (FUV) from GALEX+WISE, and weakly correlated ($r_s$$\sim$0.57) with the total stellar mass density ($Σ_*$), traced by near-infrared emission from WISE+Spitzer. The number of RSGs per mass of stellar populations with ages 6-30 Myr (the likely age range of RSGs $>$10 M$_{\odot}$) is $\sim$1 per 10$^{3.77\pm0.27}$ M$_{\odot}$, assuming constant star-formation rates from FUV+W4. Our sample will be a useful resource for tracking progenitors and feedback sites of future supernovae in PHANGS, age-dating stellar populations, and more.

  • Open Access

    Temperature-based radial metallicity gradients in nearby galaxies

    by K. Kreckel, R. J. Rickards Vaught, O. V. Egorov, J. E. Méndez-Delgado, F. Belfiore, M. Brazzini, E. Egorova, E. Congiu, D. A. Dale, S. Dlamini, et al.

    Context. Gas-phase abundances provide insights into the baryon cycle, with radial gradients and 2D metallicity distributions tracking how metals are built up and redistributed across galaxy disks over cosmic time. Aims. We use a catalog of 22 958 H II regions across 19 nearby spiral galaxies to examine how precisely the radial abundance gradients can be traced when using only the [N II ] λ 5755 electron temperature as a proxy for temperature-based, direct method metallicities. Methods. Using 534 direct detections of the temperature sensitive [N II ] λ 5755 auroral line, we measured gradients in 15 of the galaxies. Leveraging our large catalog of individual H II regions, we carried out a stacking procedure in bins of the H II region [N II ] λ 6583 luminosity and radius to recover stacked radial gradients. Results. We found a good agreement between the metallicity gradients from the stacked spectra and those gradients from individual regions and those from strong-line methods. In addition, particularly in the stacked T e [N II ] measurements, some galaxies show very low (< 0.05 dex) scatter in metallicities, indicative of a well-mixed ISM. We examined the individual high confidence (S/N > 5) outliers and identified 13 regions across nine galaxies with anomalously low metallicities, although this is not strongly reflected in the strong-line method metallicities. By stacking arm and interarm regions, we found no systematic evidence for offsets in metallicity between these environments, suggesting that enrichment within spiral arms is due to very localized processes. Conclusions. This work demonstrates the potential to systematically exploit the single [N II ] λ 5755 auroral line for detailed gas-phase abundance studies of galaxies. It provides strong validation of previous results, based on the strong-line calibrations, of a well-mixed ISM across typical star-forming spiral galaxies.


  • Open Access

    The Hierarchical Dynamical State of Molecular Gas from 3 to 300 pc in NGC 253

    by Elias K. Oakes, Christopher M. Faesi, Erik Rosolowsky, Adam K. Leroy, Simon C. O. Glover, Annie Hughes, Sharon E. Meidt, Eva Schinnerer, Jiayi Sun, Amirnezam Amiri, et al.

    Understanding how the dynamical state of the interstellar medium (ISM) changes across spatial scales can provide important insights into how the gas is organized and ultimately collapses to form stars. To this end, we present ALMA 12 CO(2–1) observations at 7 pc (0 . ″ 4) spatial resolution across a 1.4 kpc × 5.6 kpc ( 1 . ′ 3 × 1 . ′ 3 ) region located in the disk of the nearby ( D = 3.5 Mpc), massive, star-forming galaxy NGC 253. We decompose this emission with a hierarchical, multiscale dendrogram algorithm to identify 2463 structures with deconvolved sizes ranging from ∼3 to 300 pc, complete to a limiting mass of 10 4 M ⊙ . By comparing the virial parameter of these structures against physical properties including size, mass, surface density, velocity dispersion, and hierarchical position, we carry out a comprehensive search for a preferred scale at which gravitationally bound structures emerge. Ultimately, we do not identify evidence of an emergent scale for bound objects in our data, nor do we find a significant correlation between the virial parameter and structure sizes. These findings suggest that simple observational estimates of gravitational binding cannot be used to define molecular clouds and emphasize the need for multiscale approaches to characterize the ISM.


  • Open Access

    Characterization of Two Cool Galaxy Outflow Candidates Using Mid-infrared Emission from Polycyclic Aromatic Hydrocarbons

    by Jessica Sutter, Karin Sandstrom, Ryan Chown, Oleg Egorov, Adam K. Leroy, Jérémy Chastenet, Alberto D. Bolatto, Thomas G. Williams, Daniel A. Dale, Amirnezam Amiri, et al.

    We characterize two candidate cool galactic outflows in two relatively low-mass, highly inclined Virgo cluster galaxies: NGC 4424 and NGC 4694. Previous analyses of observations using the Atacama Large Millimeter/submillimeter Array carbon monoxide (CO) line emission maps did not classify these sources as cool outflow hosts. Using new high-sensitivity, high-spatial-resolution, JWST mid-infrared photometry in the polycyclic aromatic hydrocarbon (PAH)–tracing F770W band, we identify extended structures present off of the stellar disk. The identified structures are bright in the MIRI F770W and F2100W bands, suggesting they include PAHs as well as other dust grains. As PAHs have been shown to be destroyed in hot, ionized gas, these structures are likely to be outflows of cool (T ≤ 104 K) gas. This work represents an exciting possibility for using mid-infrared observations to identify and measure outflows in lower-mass, lower star formation galaxies.