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Robert Feldmann, Hubble Fellow Department of Astronomy, University of California, Berkeley, C-207 Hearst Field Annex, Berkeley, CA 94720 USA E-mail: feldmann -at- berkeley.edu |
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I am interested in
understanding how galaxies and many of their properties
evolve over cosmic history: Which processes determine
their sizes, regulate their star formation rates, or shape
their morphology? In fact, nobody really knows. However,
compared with just 10 years ago, we are now much closer to
answering those questions. This remarkable development is
largely a result of two major advances. First, with the
advent of large scale digital galaxy surveys the
quantitative analysis of millions of galaxies became
possible -- a development that is still revolutionizing
our understanding of galaxy evolution. Secondly, the
continuous increase in computing power enables
astrophysicists like myself to develop and evaluate
increasingly sophisticated theoretical models. This is
required because galaxy evolution is an inherently complex
problem and requires numerical models of high dynamical
range. In my work I often rely on state-of-the-art
hydrodynamics and gravity solvers such as the SPH-code
GASOLINE or the AMR-code ART to study how galaxies evolve
in a cosmological setting.
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| Curriculum
Vitae |
| 08/2009 |
PhD in Physics, Institute of
Astronomy, ETH Zürich, Switzerland |
| Title: "The Evolution of
Massive Galaxies - A numerical perspective" |
|
| 06/2005 | Diploma degree (equiv. M.Sc.) in Computer
Science, Universität
Leipzig |
| Title: "Planning with preferences - Solving partial satisfaction problems" | |
| 09/2004 | Diploma degree (equiv. M.Sc.) in Physics,
Universität
Leipzig |
| Title: "Phase structure and
photon propagator in 3D abelian lattice
Higgsmodels" |
| 09/2012 - present |
Hubble fellow at the Department of Astronomy, University of California, Berkeley |
| 08/2010 - 08/2012 |
Associate Fellow
of the
Kavli Institute for
Cosmological Physics |
| 11/2009 -
08/2012 |
Theoretical
Astrophysics Group at the Fermi National Accelerator
Laboratory, IL, U.S.A. |
| 09/2009 - 10/2009 | Institute of Astronomy, ETH
Zürich, Switzerland |
| 2008 - 2009 |
Dep. Physics, ETH
Zürich, Supervision of several undergraduate
projects in astrophysics |
| 2005 - 2008 |
Dep. Physics, ETH
Zürich, Teaching assistant for several courses in
physics and astrophysics |
| 2012 | Hubble
Fellowship |
| 2010 |
Associate Fellowship of
the Kavli Institute for Cosmological Physics |
| 2008 |
ETH Extragalactic Astrophysics Excellence Award |
| 2004-2008 | PhD fellowship from the Studienstiftung des deutschen Volkes |
| 2001-2004 | Scholarship from the Studienstiftung
des deutschen Volkes |
| Publications |
| Link to the full
list of ADS published papers |
| Research Highlights |
|
Interactions of cosmic
rays with the interstellar gas and radiation fields of the
Milky Way provide the majority of the gamma rays observed
by the Fermi Gamma Ray Space Telescope. In addition to the
gas which is densely concentrated along the Galactic Disk,
hydrodynamical simulations and observational evidence
favor the presence of a halo of hot (T~10^6 K) ionized
hydrogen, extending with non-negligible densities out to
the virial radius of the Milky Way. We show that cosmic
ray collisions with this circum-galactic gas should be
expected to provide a significant flux of gamma rays, on
the order of 10% of the observed isotopic gamma ray
background at energies above 1 GeV. In addition, gamma
rays originating from the extended halos of other galaxies
along a given line-of-sight should contribute to this
background at a similar level.
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The density profile of
ionized hydrogen in a simulated Milky-Way
halo and comparison with
observations.
The total matter density (solid
blue line) is well approximated by an NFW
profile, except in the central region of the halo (<
20 kpc), where cooling and adiabatic contraction lead to
a density enhancement. The density
profile of ionized hydrogen that our
simulation predicts (solid red line)
is in good agreement with observations (symbols) and can
be fit with a
beta-profile (dotted red line). Cosmic
rays that originate in the disk of the Milky Way, but diffuse outward, interact
with this extended halo
of hydrogen and produce
a diffuse and highly isotropic background of
gamma-rays. |
| Characterizing the conversion factor between CO emission and column density of molecular hydrogen, X_CO, is crucial in studying the gaseous content of galaxies, its evolution, and relation to star formation. In most cases the conversion factor is assumed to be close to that of giant molecular clouds in the Milky Way, except possibly in mergers and star-bursting galaxies. However, there are physical grounds to expect that it should also depend on the gas metallicity, surface density, and strength of the interstellar radiation field. We study the dependence of X_CO on such gas properties and on spatial resolution using a model that is based on a combination of results of sub-parsec scale magnetohydrodynamic simulations and on the gas distribution from self-consistent cosmological simulations of galaxy formation. We show that neglecting these dependencies can strongly bias the inferred distribution of column densities of molecular clouds to have a narrower and offset range compared to the true distribution. We further show that observations of molecular gas based on CO emission can result in a biased slope of the star formation -- gas relation. Specifically, our model predicts that this relation appears to steepens at high surface densities as a result of the gas surface density dependence of X_CO. Finally, we show that on sub-kpc scales most of the scatter of the star formation -- gas relation is a consequence of discreteness effects of the star formation process. In contrast, we expect variations of X_CO to be responsible for most of the scatter measured on super-kpc scales. |
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The relation between the
surface density of the star
formation rate and the molecular
hydrogen surface density. The relation used in the
simulation is perfectly linear
(dashed black line). However, the relation
inferred from CO data (blue solid
curve) deviates from the actual relation at high surface densities, similar to
what observations
indicate (grey dashed line). |
|
A star formation
efficiency per free fall time that evolves over the life
time of giant molecular clouds (GMCs) may have important
implications for models of supersonic turbulence in
molecular clouds or for the relation between star
formation rate and H2 surface density. In the paper we
discuss observational data that could be interpreted as
evidence of such a time variability. In particular, we
investigate a recent claim based on measurements of H2 and
stellar masses in individual GMCs. We show that this claim
depends crucially on the assumption that H2 masses do not
evolve over the life times of GMCs. We exemplify our
findings with a simple toy model that uses a constant star
formation efficiency and, yet, is able to explain the
observational data.
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The estimator ηGMC of the
star formation efficiency vs. mass of the GMC.
Empty Squares and triangles are observational
data. Overplotted are solid and dot-dashed lines that
refer to the predictions of the our model. Filled
circles and filled stars indicate when the age of the
modeled GMC is half its total life time or when the
cloud is 1 Myr away from the end of its life,
respectively. The diagonal dashed line indicates a slope
of -0.75, which is approximatively the slope predicted
by our model. The observed data is consistent with this
slope. The horizontal line denotes the value of the
actual (time-independent) star formation efficiency of
the GMC that entered into our model. |
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Many physical processes
may be responsible for making elliptical morphologies and
quenching star formation, but the mainly responsible
mechanisms, and the epochs and timescales at/on which they
operate have not been yet identified. In this paper we use
a simulation of the formation of a group of galaxies with
sufficient resolution to track the evolution of gas and
stars of about a dozen galaxy group members over cosmic
history. Ellipticals form, as suspected, through galaxy
mergers. In contrast with what has often been speculated,
however, these mergers occur at z>1, before the merging
progenitors enter the virial radius of the group and
before the group is fully assembled. Quenching of star
formation in the still star-forming elliptical galaxies
lags behind their morphological transformation, but, once
started, is taking less than a billion years to complete.
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Assembly histories since z =
2 of the z ∼ 0 group satellites. Red solid (blue
dashed) lines show the stellar mass of z ∼ 0 elliptical
(disk) satellites as function of time (bottom axis) and
redshift (top axis). Filled (empty) symbols indicate the
time when the progenitor of a z ∼ 0 gas-poor (gas-rich)
satellite enters the virial radius of the group. Sudden
increases in stellar mass are caused by merger events,
often before infall into the group, while close
pericentric passages that lead to tidal stripping reveal
themselves through a step-wise stellar mass loss occurring
after their entrance in the group. The gas-poor disk
satellites do not grow significant stellar mass after they
enter the group, due to quenching of their star formation. |
|
In this paper we trace the
evolution of central galaxies in three ~10^13 M_sun galaxy
groups simulated at high resolution in cosmological
hydrodynamical simulations. The evolution in the group
potential leads, at z=0, to central galaxies that are
massive, gas-poor early-type systems supported by stellar
velocity dispersion resembling either elliptical or S0
galaxies. Their central stellar densities stay
approximately constant from z~1.5 down to z=0. Instead,
the galaxies grow inside-out, by acquiring a stellar
envelope outside the innermost ~2 kpc. Consequently the
density within the effective radius decreases by up to two
orders of magnitude. Both major and minor mergers
contribute to most of the mass accreted outside the
effective radius and thus drive the evolution of the
half-mass radii. Our simulations demonstrate that, in
galaxy groups, the interplay between halo mass assembly,
galaxy merging and gas accretion has a substantial
influence on the star formation histories and z=0
morphologies of central galaxies.
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Simulated
galaxy groups at different redshifts. The size
of each image is 1.2 Mpc × 1.2 Mpc. The four
columns correspond to z = 2.5, z = 1.5, z = 0.6 and z =
0. Each row corresponds to a different galaxy group.
Color coded are dark matter in blue (from 3.6 to 1460 M⊙
/ pc^2), cold gas (here the gas with T < 2.5 ×
10^5 K) in green, stellar matter in yellow (both from
0.9 to 365 M⊙ / pc^2), and hot gas (here the gas with T
≥ 2.5 × 10^5 K) as red surface mass isocontours (3
contour lines at 1, 4.5 and 20 M⊙ / pc^2). The white
circle shows the virial radius of the group at the each
redshift. |
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We use a set of
high-resolution N-body simulations of binary galaxy
mergers to show that the morphologies of the tidal
features that are seen around a large fraction of nearby,
massive ellipticals in the field cannot be reproduced by
equal-mass dissipationless mergers; rather, they are well
explained by the accretion of disk-dominated galaxies. The
minor cold-accretion events that explain the presence,
brightness, and structural and color properties of the
tidal debris cause only a modest mass and luminosity
increase in the accreting massive elliptical. These
results, coupled with the relative statistical frequencies
of disk- and bulge-dominated galaxies in the field,
suggest that massive ellipticals assemble most of their
mass well before their tidal debris forms through the
accretion of relatively little, kinematically cold
material rather than in very recent, dissipationless major
mergers.
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Morphological
signatures of mergers. (a) Observed image
of an elliptical galaxy that shows tidal tails at
large galactocentric distances; (b-d) Mock images
of: a simulated 1:4 merger between an elliptical
galaxy and a disk+bulge system 600 Myrs after the
merger; a simulated 1:10 merger between an
elliptical galaxy and a disk 500 Myrs after the
merger; a simulated 1:4 merger between elliptical
galaxies 380 Myrs after the merger. The tidal
features originating in mergers between ellipticals
and those involving a disk-dominated companion
are strikingly different, independent of the mass
ratio and orbit characteristics. While all mergers
can lead to shells and diffuse features, only the
mergers involving disks show strong tidal arms and
loops, similar to the observed features around
bright ellipticals.
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Observational studies
of galaxy evolution are increasingly dependent on
accurate photometric redshifts. As part of my PhD
program I designed and implemented ZEBRA, the Zurich
Extragalactic Bayesian Redshift Analyzer. ZEBRA is a publicly available software
package that allows to compute photometric redshifts
with outstanding accuracy and has been successfully
used by many research groups. You can find more
information about ZEBRA on its dedicated website.
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| A simple Maximum-Likelihood estimate of redshifts: (top) spectroscopic vs. photometric redshifts; (bottom) the error in the redshift estimation as function of spectroscopic redshift for different template types; The standard deviation of dz/1+z is ~ 0.043 and the outlier fraction ~ 2.1 %. Systematic biases at z~1 are visible. | ZEBRA's Bayesian estimate of redshifts with template optimization. Top and bottom panels as in a). Both the standard deviation of dz/1+z ~ 0.027 and the outlier fraction ~ 0.8 % are improved. Systematic biases are minimized. |
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