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Dong-Woo Kim has a total of 232 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    An Exploratory Analysis of New Large Gaia-informed Quasar Samples in SDSS-V

    by Shir Aviram, Benny Trakhtenbrot, Tom Dwelly, Scott F. Anderson, Sean Morrison, Michael Eracleous, Yue Shen, Mara Salvato, Donald P. Schneider, Roberto J. Assef, et al.

    Quasars are extremely luminous objects that provide insights into the physics and evolution of supermassive black holes (SMBHs) and their accretion flows, galaxy evolution, and even cosmology. In this study, we present an exploratory study based on the ongoing fifth generation of the Sloan Digital Sky Survey (SDSS-V) and its unique dual-hemisphere, wide-field, and multiobject spectroscopic capabilities, with the aim of creating a comprehensive, all-sky quasar sample. The targets were selected through two novel methods, Gaia–unWISE AGN (GUA) and Skewt_QSO, that rely primarily on data from the Wide-field Infrared Survey Explorer (WISE) and Gaia, aiming to address gaps in previous large quasar samples. Our sample includes over 250,000 spectroscopically confirmed quasars reaching to z ∼ 5, with tens of thousands of newly identified quasars in the southern hemisphere. The selection methods are highly pure, with well over 80% of the spectra collected being genuine quasars; the main contaminants are M-type stars. The detailed spectral decomposition procedure we employed shows that the quasars in the sample span a wide range of luminosities ( L bol ∼ 10 44 −10 48 erg s −1 ), SMBH masses ( M BH ∼ 10 6 −10 10 M ⊙ ), and accretion rates ( L / L Edd ∼ 0.01−1). The distributions of these properties are consistent with those of previous quasar catalogs, which are based on past generations of SDSS, once we account for potential selection biases related to the various survey depths. Our findings confirm that novel selection methods based on optical+infrared colors and/or astrometry can yield a large, high-purity quasar sample over wide sky areas, including in cases where more nuanced multiband photometry and/or multiwavelength data in the X-ray or radio are not available. This SDSS-V sample, which is expected to grow in the near future, establishes a robust reference for future southern (time-domain) surveys, while enhancing and complementing our understanding of quasar demographics and SMBH evolution.

  • Open Access

    The Chandra–Gaia Catalog of Counterparts: Resolving Ambiguous Gaia Matches to X-Ray Sources in the Chandra Source Catalog Using Machine Learning

    by V. Samuel Pérez-Díaz, Vinay L. Kashyap, Joshua D. Ingram, David Fouhey, Juan Rafael Martínez-Galarza, Pavlos Protopapas, Jeremy J. Drake, Dong-Woo Kim, Cecilia Garraffo

    We present a framework to crossmatch sources from the Chandra Source Catalog (CSC v2.1) with optical sources from Gaia Data Release 3. Unlike purely spatial approaches, we use source properties such as magnitudes, colors, and distances to identify true counterparts, detect chance coincidences, and resolve ambiguities when multiple plausible candidates exist. We define a training set of high-confidence matches using NWAY , a Bayesian crossmatching framework that accounts for positional errors and source densities. We train a gradient-boosted classifier ( LightGBM ) on a variety of features from both catalogs. Of the ≈254 k unique X-ray sources, we find counterparts for ≈113 k sources, of which plausible multiple counterparts are found for ≈7 k. We find no counterparts for ≈20 k sources for which separation-based crossmatching does find a match, and attribute half of these to chance coincidences. We validate the pipeline on the Chandra Orion Ultradeep Project (COUP), where the machine learning matches reproduce 95% of NWAY crossmatches without using any positional information. We release a catalog of ≈113 k Chandra–Gaia counterparts, together with ≈7 k alternative matches and ≈20 k ambiguous NWAY associations, supporting future population studies of sources detectable by both Chandra and Gaia. We discuss limitations and provide a generalization of the framework that is applicable in other crossmatching scenarios.

  • Open Access

    A large population of overmassive black hole quasars at z=0.3-0.8 revealed by eROSITA

    by Johannes Buchner, Isabelle Gauger, Qiaoya Wu, Hattie Starck, Catarina Aydar, Yue Shen, Vardha N. Bennert, Kirpal Nandra, Sophia G. H. Waddell, Andrea Merloni, et al.

    In most galaxies, the central black hole accounts for no more than a percent of the total mass in stars. Recently, however, extremely overmassive black holes (OMBHs) with ratios of 10% have been reported in dwarf galaxies at z < 1 and at cosmic dawn ( z > 5.5) by JWST. Both findings have been interpreted as signatures of the still mysterious origins of supermassive black holes. Accordingly, it is thought that most of the black hole mass was built at birth rather than through accretion. Here, we show that among evolved galaxies, OMBHs are also present, indicating that OMBHs are not a signature unique to black hole formation channels. The first large-area sky survey of the eROSITA X-ray telescope on board SRG identified 200 quasars by their luminous hard X-ray radiation. These quasars signpost rapidly growing black holes. Complementary optical spectroscopy from the Sloan Digital Sky Survey and archival UV to IR photometric data combined with galaxy-quasar decomposition techniques allowed us to make unbiased estimates of cosmological distances, black hole masses, and host galaxy stellar masses. We securely identified a sample of OMBHs with BH-to-host ratios of more than 5%, which may have undergone exponential accretion spurts lasting about a billion years. Our survey identified a high space density of at least 4/Gpc 3 of OMBHs near cosmic noon. This indicates an accretion channel disconnected from the stellar population that causes strong deviations from galaxy scaling relations. This channel is currently not part of galaxy evolution models. The identified channel, if applicable also for the first billion years of cosmic time, might explain JWST active galactic nuclei without requiring them to signify imprints of a black hole seeding mechanism.


  • Open Access

    SDSS-V: revealing a weak accretion state in X-ray selected red quasars

    by Paloma Guetzoyan, James Aird, Amy L Rankine, Stephanie M LaMassa, Peter Breiding, Mara Salvato, Johannes Buchner, Zsofi Igo, Roberto J Assef, Hector Ibarra-Medel, et al.

    Red quasars (rQSOs) have been recognized as a short-lived stage in the evolutionary cycle of Active Galactic Nuclei, with fundamental differences in their intrinsic properties compared to blue quasars (bQSOs). We present the first large X-ray sample of 380 rQSOs, selected from the eROSITA/SDSS-V collaboration, providing uniform X-ray detection with optical spectroscopy across half the sky. We combine X-ray imaging, optical spectroscopy, and multiwavelength photometry to probe the accretion, absorption, spectroscopic, and host properties of rQSOs compared to a bQSO sample. Independent Component Analysis is used to reconstruct optical spectra in a data-driven approach while accounting for dust reddening and host contamination. rQSOs are intrinsically X-ray fainter than bQSOs, with a higher fraction found at lower X-ray luminosities. We investigate the relative X-ray strength of rQSOs by measuring the spectral slope indicator $\alpha _{OX}$. Despite their suppressed X-ray emission, rQSOs are not optically faint, but show low $\alpha _{OX}$ values and higher dust-corrected optical luminosities, indicating weak X-ray emission relative to their bright optical continua. X-ray spectral measurements reveal large gas column densities relative to optical reddening due to dust, implying that X-ray absorption could arise from dust-free gas close to the supermassive Black Hole (BH) rather than a classical dusty torus, while the dust responsible for optical reddening likely resides on host-galaxy scales or is associated with dusty gas carried in disc winds. rQSOs trace a phase of suppressed BH assembly relative to stellar mass growth, suggesting that they may represent a distinct evolutionary stage where BH accretion is suppressed while the host galaxy continues to grow.


  • Open Access

    X-Ray Halos of Early-type Galaxies with Active Galactic Nucleus Feedback and Accretion from a Circumgalactic Medium: Models and Observations

    by Silvia Pellegrini, Luca Ciotti, Zhaoming Gan, Dong-Woo Kim, Jeremiah P. Ostriker

    Knowledge of the X-ray properties of the hot-gas halos of early-type galaxies (ETGs) has significantly advanced in the past years, for large and homogeneously investigated samples. We compare these results with the X-ray properties of an exploratory set of gas evolution models in realistic ETGs, produced with our high-resolution 2D hydrodynamical code MACER that includes active galactic nucleus feedback and accretion from a circumgalactic medium. The model X-ray emission and absorption are integrated along the line of sight, to obtain maps of the surface brightness ΣX and temperature T X. The X-ray diagnostics considered are the luminosity and average temperature for the whole galaxy (L X and 〈T X〉) and within five optical effective radii (L X,5 and 〈T X,5〉) and the circularized profiles ΣX(R) and T X(R). The values for L X, L X,5, 〈T X〉, and 〈T X,5〉 compare very well with those observed. The ΣX(R) and T X(R) also present qualitative similarities with those of the representative galaxy NGC 5129 and those of ETGs with the most commonly observed shape for T X(R): ΣX(R) matches the observed profile over many optical effective radii R e, and T X(R) reproduces the characteristic bump that peaks at R = (1 ÷ 3)R e. Inside the peak position, T X(R) declines toward the center, but the explored models are systematically hotter by ≃30%; possible explanations for this discrepancy are discussed. Interestingly, ΣX(R) and T X(R) as large as those observed outside R ≃ R e are reproduced only with significant accretion from a circumgalactic medium, highlighting its importance.


  • Open Access

    The eROSITA Final Equatorial Depth Survey (eFEDS)

    by C. Aydar, A. Merloni, T. Dwelly, J. Comparat, M. Salvato, J. Buchner, M. Brusa, T. Liu, J. Wolf, S. F. Anderson, et al.

    We present one of the largest uniform optical spectroscopic surveys of X-ray selected sources to date that were observed as a pilot study for the Black Hole Mapper (BHM) survey. The BHM program of the Sloan Digital Sky Survey (SDSS)-V is designed to provide optical spectra for hundreds of thousands of X-ray selected sources from the SRG/eROSITA all-sky survey. This significantly improves our ability to classify and characterise the physical properties of large statistical populations of X-ray emitting objects. Our sample consists of 13 079 sources in the eROSITA eFEDS performance verification field, 12 011 of which provide reliable redshifts from 0 ≲ z ≤ 5.8. The vast majority of these objects were detected as point-like sources (X-ray flux limit F0.5 − 2 keV ≳ 6.5 × 10−15 erg/s/cm2) and were observed for about 20 years with fibre-fed SDSS spectrographs. After including all available redshift information for the eFEDS sources from the dedicated SDSS-V plate programme and archival data, we visually inspected the SDSS optical spectra to verify the reliability of these redshift measurements and the performance of the SDSS pipeline. The visual inspection allowed us to recover reliable redshifts (for 99% of the spectra with a signal-to-noise ratio of > 2) and to assign classes to the sources, and we confirm that the vast majority of our sample consists of active galactic nuclei (AGNs). Only ∼3% of the eFEDS/SDSS sources are Galactic objects. We analysed the completeness and purity of the spectroscopic redshift catalogue, in which the spectroscopic completeness increases from 48% (full sample) to 81% for a cleaner, brighter (rAB < 21.38) sample that we defined by considering a high X-ray detection likelihood, a reliable counterpart association, and an optimal sky coverage. We also show the diversity of the optical spectra of the X-ray selected AGNs and provide spectral stacks with a high signal-to-noise ratio in various sub-samples with different redshift and optical broad-band colours. Our AGN sample contains optical spectra of (broad-line) quasars, narrow-line galaxies, and optically passive galaxies. It is considerably diverse in its colours and in its levels of nuclear obscuration.


  • Open Access

    Luminosity Evolution of the Hot Gas in Normal Galaxies from the Near Universe to z = 0.5

    by Dong-Woo Kim, Giuseppina Fabbiano

    We explore the evolution of the ∼107 K hot gas in normal galaxies out to redshift = 0.5 (lookback time = 5 Gyr), using X-ray luminosity functions (XLFs) built from a sample of 575 normal galaxies with z < 0.6 detected in five high-galactic-latitude Chandra wide-field surveys. After estimating the emission due to the hot gas component (reducing the sample to ∼400 galaxies), we compared the XLF in three redshift bins (z = 0.1, 0.3, and 0.5), finding increases in the number of galaxies per unit comoving volume from z = 0.1 to 0.3 and then from z = 0.3 to 0.5. These XLF changes suggest a significant (∼5σ) X-ray luminosity evolution of the hot gas, with L X,GAS decreasing by a factor of 6–10 in the last 5 Gyr (from z = 0.5 to 0.1). The relative abundance of L X,GAS ∼ 1041 erg s−1 galaxies at higher z suggests that high-z, moderate-L X,GAS galaxies may be the optimal target to solve the missing baryon problem. In early-type galaxies, this observational trend is qualitatively consistent with (but larger than) the expected time-dependent mass-loss rate in cooling flow models without active galactic nucleus feedback. In late-type galaxies, the observational trend is also qualitatively consistent with (but larger than) the effect of the z-dependent star formation rate.

  • The Hot Interstellar Medium

    by Emanuele Nardini, Dong-Woo Kim, Silvia Pellegrini

  • Open Access

    X-ray scaling relations of early-type galaxies in IllustrisTNG and a new way of identifying backsplash objects

    by Yunchong Wang, Mark Vogelsberger, Dong-Woo Kim, Josh Borrow, Aaron Smith, Lars Hernquist, Wenjie Lin

    We investigate how feedback and environment shapes the X-ray scaling relations of early-type galaxies (ETGs), especially at the low-mass end. We select central-ETGs from the TNG100 box of IllustrisTNG that have stellar masses $\log _{10}(M_{\ast }/\mathrm{M_{\odot }})\in [10.7, 11.9]$. We derive mock X-ray luminosity (LX, 500) and spectroscopic-like temperature (Tsl, 500) of hot gas within R500 of the ETG haloes using the MOCK-X pipeline. The scaling between LX, 500 and the total mass within 5 effective radii ($M_{5R_{\rm e}}$) agrees well with observed ETGs from Chandra. IllustrisTNG reproduces the observed increase in scatter of LX, 500 towards lower masses, and we find that ETGs with $\log _{10} (M_{5R_{\rm e}}/\mathrm{M_{\odot }}) \leqslant 11.5$ with above-average LX, 500 experienced systematically lower cumulative kinetic AGN feedback energy historically (vice versa for below-average ETGs). This leads to larger gas mass fractions and younger stellar populations with stronger stellar feedback heating, concertedly resulting in the above-average LX, 500. The LX, 500–Tsl, 500 relation shows a similar slope to the observed ETGs but the simulation systematically underestimates the gas temperature. Three outliers that lie far below the LX–Tsl relation all interacted with larger galaxy clusters recently and demonstrate clear features of environmental heating. We propose that the distinct location of these backsplash ETGs in the LX–Tsl plane could provide a new way of identifying backsplash galaxies in future X-ray surveys.


  • Open Access

    Revisiting X-Ray-bright Optically Normal Galaxies with the Chandra Source Catalog

    by Dong-Woo Kim, Amanda Malnati, Alyssa Cassity, Giuseppina Fabbiano, Juan Rafael Martinez Galarza, Ewan O’sUllivan

    X-ray bright optically normal galaxies (XBONGs) are galaxies with X-ray luminosities consistent with those of active galactic nuclei (AGNs) but no evidence of AGN optical emission lines. Crossmatching the Chandra Source Catalog version 2 with the Sloan Digital Sky Survey sample of spectroscopically classified galaxies, we have identified 817 XBONG candidates with L X > 1042 erg s−1 and X-ray to optical flux ratio F XO > 0.1. Comparisons with Wide-field Infrared Survey Explorer colors and near-IR, optical, UV, and radio luminosities show that the loci of XBONGs are in-between those of control samples of normal galaxies and quasars and are consistent with low-luminosity quasars. We find that 43% of the XBONG sample have X-ray colors suggesting N H > 1022 cm−2, double the fraction in the QSO sample, suggesting that a large fraction of XBONG are highly obscured AGNs. However, ∼50% of the XBONGs are not obscured and have X-ray colors harder than those of normal galaxies. Some of these XBONGs have spatially extended X-ray emission. These characteristics suggest that they may be unidentified galaxy groups and clusters. Using the X-ray luminosity functions of QSOs, galaxies, groups and clusters, we estimate the approximate fraction of extended XBONGs to be L X–L r relation.