Included Runs

CAMELS-EAGLE-CV_1

Basic

  • Box-size: \(37.3\; \rm{Mpc}\)
  • Dark matter particle mass: \(9.67 \times 10^{7}\; \rm{M}_\odot\)
  • Gas particle mass: \(1.89 \times 10^{7}\; \rm{M}_\odot\)
  • Snapshot \(z=0.00\), \(a=1.00\)

Particle Numbers

Cube root of Dark Matter particle number: 256

Gas Dark Matter Star Black Hole
15964056 16777216 800104 21457

Gravitational Softening

Baryons Dark Matter
Max Physical Comoving Max Physical Comoving
\(1.4\; \rm{kpc}\) \(3.58\; \rm{kpc}\) \(1.4\; \rm{kpc}\) \(3.58\; \rm{kpc}\)

Code Setup

  • Code info: SWIFT (master) v0.9.0-1182-g423e9dd8-dirty 2022-11-22 21:47:19 +0100
  • Compiler info: ICC (20.21.20201112) Non-MPI version of SWIFT
  • Hydrodynamics: SPHENIX (Borrow+ 2020) Quartic spline (M5) in 3D $\eta$ = 1.23 (64.90 $N_{ngb}$) $C_{\rm CFL}$ = 0.20

Calibration Parameters

Parameter Value
$f_{\rm E, min}$ \(0.0972\)
$f_{\rm E, max}$ \(11.4\)
$f_{\rm E, max, n}$
$n_{\rm H, 0}$ / cm$^{3}$ \(0.234\)
$\Delta T_{\rm SN}$ \(3.16 \times 10^{7}\)
$\sigma_{Z}$ \(0.0111\)
$\sigma_{n}$ \(0.665\)
$\epsilon_{\rm eff}$ \(0.478\)
$\beta_{\rm boost}$
$\Delta T_{\rm AGN}$ \(1.67 \times 10^{8}\)

Ages

Stellar mass - Stellar age relation (100 kpc aperture)

Median age of stars within the 100 kpc 3D aperture of each galaxy.

Baryon Fractions

Halo baryon fractions within $R_{500}$

Baryon (gas + stars) fractions within $R_{500}$ normalised by the cosmic mean. These are 'true' values, i.e. no cut or observational correction was applied.

Halo gas fractions within $R_{500}$

Gas fractions within $R_{500}$ normalised by the cosmic mean. These are 'true' values, i.e. no cut or observational correction was applied.

Halo stellar fractions within $R_{500}$

Stellar fractions within $R_{500}$ normalised by the cosmic mean. These are 'true' values, i.e. no cut or observational correction was applied.

Halo gas masses within $R_{500}$

Gas masses within $R_{500}$. These are 'true' values, i.e. no cut or observational correction was applied.

Black Holes

Black Hole Dynanmical and Subgrid Masses

Relation between black hole particle (dynamical) masses and subgrid masses. The vertical dashed lines shows the primordial gas particle mass and the horizontal dashed lines corresponds to the black hole seed mass.

Stellar Mass-Black Hole Mass relation (100 kpc Stellar Mass)

SMBHM relation for the 100 kpc stellar mass aperture.

Halo Mass-Black Hole Mass relation

Presented for comparison between schemes as halo mass varies significantly less between models and runs.

Stellar Velocity Dispersion-Black Hole Mass relation (10 kpc)

Note that the stellar velocity dispersion is measured in observations in a fixed 1 kpc aperture

Black Holes Evolution

Black Hole Accretion History

Evolution of the accretion rate onto BHs per unit co-moving volume.

Black Hole Mass History

Evolution of the BH mass per unit co-moving volume.

Calibration

Stellar Mass Function (100 kpc aperture)

100 kpc aperture GSMF, showing all galaxies with a fixed bin-width of 0.2 dex, and showing the data used for calibration.

Stellar Mass-Galaxy Size relation (100 kpc aperture)

Uses a 100 kpc 2D projected aperture, with fixed bin-width of 0.2 dex. Used for calibration.

Cold Gas Data Comparison

Stellar Mass-H$_2$ Fraction

Galaxy neutral gas mass over stellar mass as a function of stellar mass in 0.2 dex bins, measured in 100 kpc apertures

Stellar Mass-HI Fraction

Galaxy HI mass over stellar mass as a function of stellar mass in 0.2 dex bins, measured in 100 kpc apertures. LITTLE THINGS galaxies are dIrrs selected to be within 10 Mpc, with 50$\%$ of galaxies within 3.6 Mpc, and detected in HI. MAGMA (Hunt+20) are selected on both CO and HI detecions, but find the galaxies down to $10^7 \; {\rm M_\odot}$ consistent with the extrapolated SFMS (i.e. typical star-forming galaxies). XGASS (Catinella+18) galaxies are selected with to have a flat $M_\star$ distribution in the range $10^9 \; {\rm M_\odot} > M_\star > 10^{10} \; {\rm M_\odot}$, and a higher normalised uniform in the range $10^{10} \; {\rm M_\odot} > M_\star > 10^{11} \; {\rm M_\odot}$.

sSFR-Cold gas Fraction

Galaxy neutral gas mass over stellar mass as a function of specific star formation rate in 0.2 dex bins, measured in 100 kpc apertures

Stellar Mass-Cold gas Fraction

Galaxy H$_2$ mass over neutral gas (HI+H$_2$) mass as a function of stellar mass in 0.2 dex bins, measured in 100 kpc apertures. MAGMA (Hunt+20) are selected on both CO and HI detecions, but find the galaxies down to $10^7 \; {\rm M_\odot}$ consistent with the extrapolated SFMS (i.e. typical star-forming galaxies). XGASS and XCOLDGASS samples are uniform in mass in the range $10^9 \; {\rm M_\odot} > M_\star > 10^{10} \; {\rm M_\odot}$ and $10^{10} \; {\rm M_\odot} > M_\star > 10^{11} \; {\rm M_\odot}$ and plotting those above the CO detection limit ($M_{\rm H2}/M_*$ > $1.5\%$).

sSFR-H2 Fraction

Galaxy H$_2$ mass over neutral gas mass (HI+H$_2$) as a function of specific star formation rate in 0.2 dex bins, measured in 100 kpc apertures

Cold Gas Evolution

Atomic Gas Mass Evolution

Evolution of the atomic gas mass abundance plotted directly from the statistics.txt file produced by SWIFT, compared with assorted observational estimates.

Molecular Gas Mass Evolution

Evolution of the molecular gas mass abundance plotted directly from the statistics.txt file produced by SWIFT.

Cold Gas Relations

Stellar Mass-Molecular to Neutral Gas Fraction (100 kpc Stellar Mass)

All galaxies are included in the median line.

Stellar Mass-Neutral To Stellar Gas Fraction (100 kpc Stellar Mass)

All galaxies are included in the median line.

Stellar Mass-Molecular Gas To Molecular Plus Stellar Fraction (100 kpc Stellar Mass)

All galaxies are included in the median line.

Stellar Mass-H$_2$ Gas Mass (100 kpc Stellar Mass)

All galaxies are included in the median line.

Stellar Mass-HI Gas Mass (100 kpc Stellar Mass)

All galaxies are included in the median line.

H2 Gas Mass - Star Formation Rate

All galaxies are included in the median line.

sSFR-H$_2$ Fraction

Galaxy H$_2$ fraction as a function of specific star formation rate in 0.2 dex bins, measured in 100 kpc apertures

Stellar Mass Surface Density-H$_2$ Fraction

Galaxy H$_2$ fraction as a function of stellar mass surfaced density in 0.2 dex bins, measured in 100 kpc apertures

sSFR-HI Fraction

Galaxy HI fraction as a function of specific star formation rate in 0.2 dex bins, measured in 100 kpc apertures

Stellar Mass Surface Density-HI Fraction

Galaxy HI fraction as a function of stellar mass surface density in 0.2 dex bins, measured in 100 kpc apertures

Density-Temperature

Density-Temperature

Density-temperature diagram.

Subgrid Density-Temperature

Density-temperature diagram constructed from the sub-grid quantities.

Density-Temperature (Metals)

Density-temperature diagram with the pixel value weighted by the mean logrithmic metal mass fraction (absolute) in that bin. Medians are not used due to their computational complexity.

Density-Internal Energy

Density-Internal Energy diagram.

Density-Pressure

Density-pressure diagram.

Gas Mass Function

HI Mass Function

HIMF, showing all galaxies with a fixed bin-width of 0.2 dex (HI masses 100 kpc).

HI Mass Function

HIMF, showing all galaxies with an adaptive bin-width (HI masses 100 kpc).

H$_2$ Mass Function

H$_2$ MF, showing all galaxies with a fixed bin-width of 0.2 dex. H$_2$ mass not corrected for Helium (uses H$_2$ masses in 100 kpc apertures)

H$_2$ Mass Function

H$_2$ MF, showing all galaxies with an adaptive bin-width. H$_2$ mass not corrected for Helium (uses H$_2$ masses in 100 kpc apertures)

Halo Mass Function

Halo Mass Function ($M_{200, crit}$)

Halo masses are masses within the over-density radius enclosing 200x the critical density, using 0.2 dex fixed bin-widths.

Halo Mass Function ($M_{200, crit}$)

Halo masses are masses within the over-density radius enclosing 200x the critical density, using adaptive binning (centrals only).

Histograms

Gas Particle Masses

Gas Particle Masses with the threshold for splitting indicated by the vertical dashed line.

Gas Particle Smoothing Lengths

Gas Particle Comoving Smoothing Lengths with the minimal smoothing length indicated by the vertical dashed line.

Maximal Temperature reached by gas particles

Maximal temperature recorded by gas particles throughout the entire simulation.

Number of stellar feedback events

Number of stellar feedback events recorded by gas particles throughout the entire simulation.

Number of AGN feedback events

Number of AGN feedback events recorded by gas particles throughout the entire simulation.

Stellar Mass Histogram (100 kpc aperture)

Histogram of stellar masses using the same bins as the mass function.

Stellar Mass Histogram (100 kpc aperture, active)

Only for active galaxies.

Stellar Mass Histogram (100 kpc aperture, passive)

Only for passive galaxies.

Halo Mass Histogram (\(M_{200, crit}\))

All halo masses (200 crit).

Star Formation Rate Histogram (100 kpc aperture)

Histogram of star formation rates using the same bins as the star formation rates function.

Black Hole Mass Histogram (Max, subgrid)

Uses the same bins as in the black holes section.

Luminosity Function

u-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA u-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

g-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA g-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

r-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA r-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

i-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA i-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

z-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA z-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

Y-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA Y-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

J-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA J-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

H-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA H-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

K-band Luminosity Function (30 kpc aperture)

30 kpc aperture dust-free rest-frame luminosity function in the GAMA K-band, constructed using the Trayford et al. (2015) model, showing all galaxies with a fixed bin-width of 0.2 dex.

Metal Evolution

Gas Phase Metal Mass Density Evolution

Evolution of the metal mass in gas per unit co-moving volume.

Metal Mass Locked in Stars Density Evolution

Evolution of the metal mass locked in stars per unit co-moving volume.

Metal Mass Locked in Black Holes Density Evolution

Evolution of the metal mass locked in black holes per unit co-moving volume.

Metal Mass Fractions

Metal Mass Fraction Distribution

Metal mass fraction distribution shown for each simulation; solid lines show gas metallicity and dashed lines show the same for the stars.

Metallicity

Stellar mass - Gas metallicity relation (100 kpc aperture)

Only shown for star forming galaxies. Computed as the average mass-weighted metal mass fraction over the star forming gas. A minimum metallicity of 12 + log O/H = 7.5 is imposed for the star-forming gas on a galaxy-by-galaxy basis. All haloes are plotted, including subhaloes.

Stellar mass - Star metallicity relation (100 kpc aperture)

Metallicity is measured in the same aperture as the stellar mass. Gallazzi data is corrected from their choice of solar metallicity (0.02) to ours (0.0126).

Run Performance

Wall-clock time per gas particle updates.

Wall-clock time to run a time-step as a function of the number of gas particles updated. The tracks at the top correspond to steps where the tree is rebuilt, i/o is performed, FoF is run or other non-regular operations are done.

Cosmic time vs. wall-clock time

The cosmic time as a function of the wall-clock time.

The number of steps vs. wall-clock time

The cumulative number of the simulation time-steps as a function of the wall-clock time.

Number of steps vs. cosmic time

The cumulative number of the simulation time-steps as a function of the cosmic time.

Wall-clock time per time-bin

Total wall-clock time spent in each of the different simulation time-bins.

Deadtime fraction per time-bin

Dead time fraction in each simulation time-bin.

Step size vs deadtime fraction

Dead time fraction as a function of number of updates per rank.

Dead time fraction vs scale factor

Evolution of the dead time fraction as a function of scale factor. The dashed line represents the average dead time over the entire run.

Sizes

Stellar Mass-Galaxy Size relation (100 kpc aperture)

Uses a 100 kpc 3D aperture.

Stellar Mass-(Projected) Galaxy Size relation (100 kpc aperture)

Uses stellar sizes calculated from a projected distribution within a 100 kpc aperture.

Stellar Mass-(Projected) Galaxy Size relation (100 kpc aperture)

Only shows active galaxies defined based on their sSFRs.

Stellar Mass-(Projected) Galaxy Size relation (100 kpc aperture)

Only shows passive galaxies defined based on their sSFRs.

Star Formation History

Star Formation History

Star formation history plotted directly from the SFR.txt file produced by SWIFT.

Stellar Mass Evolution

Evolution of the stellar mass plotted directly from the statistics.txt file produced by SWIFT, compared with assorted observational estimates.

Star Formation Rates

Stellar Mass-Star Formation Rate (100 kpc Stellar Mass)

All galaxies, including those deemed to be passive (below 0.01 / Gyr sSFR), are included in the median line.

Specific Star Formation Rate - Stellar Mass (100 kpc) for active galaxies

Only active galaxies (threshold is above 0.01 / Gyr sSFR) are included in the median line.

Specific Star Formation Rate - Stellar Mass (100 kpc)

All galaxies are included in the median line.

Specific Star Formation Rate (100 kpc) - Halo Mass

Only active galaxies (threshold is above 0.01 / Gyr sSFR) are included in the median line.

Star Formation Rate divided by Halo Mass (100 kpc) - Halo Mass

Only active galaxies (threshold is above 0.01 / Gyr sSFR) are included in the median line

Passive Fraction - Stellar Mass (100 kpc)

A galaxy is determined as being passive if it has a sSFR below 0.01 / Gyr.

Passive Fraction - Stellar Mass (100 kpc aperture, centrals)

A galaxy is determined as being passive if it has a sSFR below 0.01 / Gyr. This figure shows only the central galaxies (structure type 10).

Star Formation Rate Function (100 kpc aperture)

100 kpc aperture galaxy star formation rate function, showing all galaxies with a fixed bin-width of 0.2 dex.

Star Formation Rate Function (100 kpc aperture)

100 kpc aperture galaxy star formation rate function, showing all galaxies with an adaptive bin-width.

Stellar Feedback

$f_E$ as a Function of Birth Density

Feedback energy fractions $f_E$ shown against the birth densities for the stars. Any variation here is due to differing metallicity of the gas.

Stellar Birth Densities

Distributions of birth densities, split by redshift.

Birth Density-Metallicity Plane

Birth density-metallicity plane. Contour lines show stars formed at all epochs, with the background color map showing the feedback energy fraction associated with this particle's feedback event.

Stellar Mass Function

Stellar Mass Function (100 kpc aperture)

100 kpc aperture GSMF, showing all galaxies with a fixed bin-width of 0.2 dex.

Stellar Mass Function (100 kpc aperture, adaptive)

100 kpc aperture GSMF, showing all galaxies with an adaptive bin-width.

Stellar Mass Function (100 kpc aperture)

Only for passive galaxies, using an adaptive bin width.

Stellar Mass Function (100 kpc aperture)

Only for active galaxies, using an adaptive bin width.

Stellar Mass-Halo Mass

Stellar Mass-Halo Mass relation (ratio, 100 kpc aperture, $M_{200,crit}$, centrals only)

Includes only central haloes.

Stellar Mass-Halo Mass relation (ratio, 100 kpc aperture, $M_{\rm BN98}$, centrals only)

Includes only central haloes.

Stellar Mass-Halo Mass relation (ratio, 100 kpc aperture, $M_{200,crit}$, centrals only, stellar x-axis)

Includes only central haloes.

Stellar Mass-Halo Mass relation (ratio, 100 kpc aperture, $M_{\rm BN98}$, centrals only, stellar x-axis)

Includes only central haloes.

Stellar Mass-Halo Mass relation (100 kpc aperture, $M_{200,crit}$)

Includes all haloes, including subhaloes.

Stellar Mass-Halo Mass relation (100 kpc aperture, $M_{\rm BN98}$)

Includes all haloes, including subhaloes.

Tully-Fisher

Tully-Fisher (stellar mass, 100 kpc)

The Tully-Fisher relation based on stellar mass.