A strong bound on the dark matter fraction in primordial black holes from astronomical data.
Daniele Gaggero
A strong bound on the dark matter fraction in primordial black holes - - PowerPoint PPT Presentation
A strong bound on the dark matter fraction in primordial black holes from astronomical data. Daniele Gaggero DM candidates: 90 orders of magnitude in mass 10 19 GeV 10 57 GeV Axion-like particles 10 -22 eV 1 eV 1 GeV 1 TeV (10 -5 g) (10 33
Daniele Gaggero
Flic-en-Flac 03/05/2017 10-22 eV 1 eV 1 TeV 1 GeV 1019 GeV (10-5 g) 1057 GeV (1033 g)
“Fuzzy” Dark Matter
λdB ~ 1 kpc ~ size of a dSph Galaxy [Hui, Ostriker, Tremaine, Witten 2016]
Axion-like particles
Primordial black holes (PBHs)
Weakly interacting massive particles (WIMPS) e.g. lightest neutralino state in MSSM
Padova 22/06/2017
[Zeld’ovich and Novikov 1966, Hawking 1971]
many constraints from lensing, wide binaries, Galactic disk stability became less popular after MACHO and EROS results [Alcock 2001] now reconsidered in the DM community, as we will see Berlin 30/08/2018
logP(k)
1/2
logk
10
−5
ΛCDM
GBLW ('96)
10
−1
CGB('15) CMB reion LSS
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
Garcia-Bellido 1702.08275
density fluctuations formed during the inflation era, as soon as the over-densities re- enter the horizon [Y. B. Zel’dovich and I. D. Novikov, Soviet Astronomy 10, 602 (1967); S. Hawking, MNRAS
152, 75 (1971); Carr and Hawking, MNRAS 168 (1974); recent review: Sasaki et al. arXiv:1801.05235]
[Chapline, Nature, vol. 253, Jan. 24, 1975]
merger rate inferred by LIGO and Virgo compatible with this hypothesis? [Bird et al. arXiv:
1603.00464; Sasaki et al. arXiv:1603.08338; Ali-Haïmoud et al. arXiv:1709.06576; Kavanagh et al. arXiv: 1805.09034]
logP(k)
1/2
logk
10
−5
ΛCDM
GBLW ('96)
10
−1
CGB('15) CMB reion LSS
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
Garcia-Bellido 1702.08275
large density fluctuations formed during the inflation era, as soon as the over- densities re-enter the horizon [Y. B. Zel’dovich and I. D. Novikov, Soviet Astronomy 10, 602
(1967); S. Hawking, Mon. Not. R. Astron. Soc. 152, 75 (1971); Carr and Hawking, MNRAS 168 (1974); recent review: Sasaki et al. arXiv:1801.05235]
Universe? [Chapline, Nature, vol. 253, Jan. 24, 1975]
log M logn(M) SBH PBH IMBH SMBH 50MΘ 1MΘ 103MΘ 109MΘ
Black Hole Mass Distribution
Garcia-Bellido 1702.08275
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
wide binaries ultra-faint dwarfs micro-lensing
R O M
P l a n c k ( s t r
g f e e d b a c k )
Planck (no feedback)
Ali-Haimoud and Kamionkowski, 1612.05644
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
PBHs?
PBHs compatible with current radio (VLA) and X-ray (NuStar, Chandra) observations? Our approach: A MC simulation
data The crucial ingredient: Physics of gas accretion onto PBHs
recent data-driven analyses
˙ M = 4πλ(GMBH)2ρ
BH + c2 s
3/2
[see e.g. isolated neutron star population estimates and studies of active galactic nuclei accretion R. Perna, et al., ApJ 598, 545 (2003), astro-ph/ 0308081; S. Pellegrini, ApJ 624, 155 (2005), astro-ph/050203]
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
102 101 100 101 102 103 104 105 MPBH [M] 103 102 101 100 DM fraction fPBH = ΩPBH/ΩDM
EROS+MACHO Eridanus II Accretion - radio Accretion - X-ray CMB - PLANCK CMB - FIRAS
20 40 60 80 100
PBH mass [M]
102 101 100
PBH DM fraction fDM
Radio 5σ Radio 3σ Radio 2σ X-ray 5σ X-ray 3σ X-ray 2σ
X-rays:
[10-40 keV band; ROI: -0.9° < l < 0.3°; -0.1° < b < 0.4°]
(40% are cataclysmic variables)
Radio:
[1 GHz; ROI: -0.5° < l < 0.5°; |b| < 0.4°]
assuming BHs obey the Fundamental Plane relation
A strong bound in the 10 - 100 Msun range! The constraining power mainly comes from BHs in the low-velocity tail of the BH distribution (v < 10 km/s) accreting gas in the Central Molecular Zone See B. Kavanagh’s poster for a complimentary approach and a stronger bound based on the merger rate of PBH binaries formed in the early universe!
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
10 18 10 13 10 8 0.001 100 107 10 5 10 4 0.001 0.01 0.1 1
MPBH M
PBH DM
femtolensing EGB NS capture MACHO EROS FIRAS WMAP3 PBH
Clesse & Garcia-Bellido 1501.07565 Deng&Vilenkin 1710.02865
exhibit broad mass functions of different shapes.
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
mass function!
102 101 100
fPBH
ˆ f EROS2
PBH
ˆ f MACHO
PBH
ˆ f UFDG
PBH
ˆ f CMB
PBH
102 101 100 ˆ f EROS2
PBH
ˆ f MACHO
PBH
ˆ f UFDG
PBH
ˆ f CMB
PBH
100 101 102 103
M [M]
106 105 104 103 102 101 100
dΦ/dM
MEROS2
eq
MMACHO
eq
MUFDG
eq
MCMB
eq
100 101 102 103
M [M]
104 103 102 MEROS2
eq
MMACHO
eq
MUFDG
eq
MCMB
eq
EROS-2 MACHO Ultra-Faint Dwarf Galaxies CMB (Spherical Accretion)
fMMD
PBH g(Meq, {pj}) = fEMD PBH
Z dM dΦEMD dM g(M, {pj}),
the effective mass associated with a monochromatic PBHs population such that the observable effects produced by the latter are equivalent to the ones produced by the EMD
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
via dedicated numerical simulations, and compared to the remapping method proposed in Bellomo+ 1709.07467
Results for log-normal EMDs:
20 40 60 80 100
PBH mass [M]
102 101 100
PBH DM fraction fDM
Delta LN σ = 0.25 LN σ = 0.50 LN σ = 0.75 LN σ = 0.90 LN σ = 1.00
20 40 60 80 100
PBH mass [M]
102 101 100
PBH DM fraction fDM
Delta LN σ = 0.25 LN σ = 0.50 LN σ = 0.75 LN σ = 0.90 LN σ = 1.00
Radio X-ray
Preliminary! Preliminary!
University of Amsterdam
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
Results for power-law EMDs:
20 40 60 80 100
Mmax [M]
20 40 60 80 100
Mmin [M]
γ = 0.5
Mmin > Mmax 20 40 60 80 100 Mmax [M]
γ = 0.5
Mmin > Mmax 0.05 0.1 0.2 0.4 0.6 0.8 1.0 fDM
20 40 60 80 100
Mmax [M]
20 40 60 80 100
Mmin [M]
γ = 0
Mmin > Mmax 20 40 60 80 100 Mmax [M]
γ = 0
Mmin > Mmax 0.05 0.1 0.2 0.4 0.6 0.8 1.0 fDM
Radio X-ray
distribution, represented by a point in the (Mmax, Mmin)-space, the color represents the DM fraction fDM that is excluded with a 5σ significance
Radio X-ray
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
Comparison with the semi-analytical remapping method
20 40 60 80 100
µ [M]
102 101 100
PBH DM fraction fDM
LN σ = 1
20 40 60 80 100
Mmin [M]
102 101 100
PBH DM fraction fDM
PL γ = 0
radio: dark red, X-ray: blue) with 5σ EMD constraints obtained from the semi-analytical conversion!
Radio X-ray
Log-normal EMD Power-law EMD
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
accretion
Radiation feedback has a crucial role: The accretion rate increases with speed due to the formation of a D-type (dense) ionization front preceded by a bow shock
With increasing Mach number, the density of the shell in the upstream direction increases, and the density behind the dense shell also increases
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
10 20 30 40 50
vBH [km/s]
10−6 10−5 10−4 10−3 10−2 10−1 100 101
˙ M/ ˙ MEdd
Park&Ricotti (2013) λ = 0.02, unionized λ = 0.02, ionized
˙ MBHL = 4⇡ (GM)2⇢∞ (v2 + c2
∞)3/2
Radiation feedback has a crucial role.
approximation of the accretion rate
the radiation feedback mechanisms (formation of a D-type I-front increases the rate in the supersonic regime)
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
20 40 60 80 100
PBH mass [M]
104 103 102 101 100
PBH DM fraction fDM
Radio 5σ Radio 3σ Radio 2σ X-ray 5σ X-ray 3σ X-ray 2σ
adopting the formalism from MHD simulations and an improved modeling of the velocity distribution based on the Eddington formula
bounds get stronger: Given the peak in the accretion rate at high mach numbers, the constraining power does not come from the low-v tail only
stronger or weaker with inreasing mass: Trade-off between threshold effect (due to limited sensitivity of the instruments) and population of PBHs getting smaller with increasing mass
Preliminary!
University of Amsterdam
0.4 0.2 0.0 0.2 0.4
` []
0.4 0.3 0.2 0.1 0.0 0.1 0.2 0.3 0.4
b []
21.4 21.2 21.0 20.8 20.6 20.4 20.2 20.0
log10(Σgas[g/cm2])
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
~2000 sources in the Galactic Ridge ROI (<1° away from the GC) for 1 hour of exposure, if PBHs are the DM and λ ~ 0.02.
If a subdominant population of PBHs is present, SKA can detect it (even for a DM fraction at the percent level)
0.4 0.2 0.0 0.2 0.4
` []
0.4 0.3 0.2 0.1 0.0 0.1 0.2 0.3 0.4
b []
0.60 0.75 0.90 1.05 1.20 1.35 1.50
log10(Σgas[g/cm2])
Preliminary!
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
abundance of DM in PBHs in the 1 - 100 Msun range
accretion allowed to place a robust bound on the abundance of PBHs
assumptions on the accretion physics has been discussed in detail
more realistic treatment of the accretion physics, based on numerical simulations that capture the phenomenon of radiative feedback, imply a much stronger bound
stronger bound or detect a sub-dominant population of PBHs that constitute a small fraction of the DM in the Universe
Pisa 12/01/2017 LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting Berlin 30/08/2018
Pisa 12/01/2017
In general, PBHs can span an extremely large mass range
if the mass is too low, the PBHs have enough time to evaporate (Hawking-Bekenstein radiation)
251 (1975)]
typical ranges for a PBH as DM candidate: M ~ 1016 g (10-17 M⊙) — 1039 g (105 M⊙) size ~ 10-13 cm — 1010 cm number in our Galaxy ~ 1029 — 106
Brief summary on primordial black holes as DM candidate
LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
Flic-en-Flac 03/05/2017 CAPS meeting SLAP meeting
An argument based on rates: the predicted merger rate is (roughly) compatible with the one inferred by
at the end of the talk!
σ = π ✓85 π 3 ◆2/7 R2
s
⇣vpbh c ⌘18/7 = 1.37 ⇥ 1014 M 2
30 v18/7 pbh200 pc2,
R = 4π Z Rvir r2 1 2 ✓ρnfw(r) Mpbh ◆2 hσvpbhi dr
V = Z (dn/dM)(M) R(M) dM. V = 2 f(Mc/400 M)11/21 Gpc3 yr1
The total PBH merger rate as a function of halo
for the concentration-mass relation and halo mass function.
Simeon Bird, Ilias Cholis, Julian B. Muñoz, Yacine Ali-Haïmoud, Marc Kamionkowski, Ely D. Kovetz, Alvise Raccanelli, Adam G. Riess, Phys. Rev.
UCI meeting UCI 20/02/2018
Pisa 12/01/2017
Existing constraints on DM as PBHs
wide binaries ultra-faint dwarfs micro-lensing
R O M
Planck (strong feedback)
()
Planck (no feedback)
blue line: MACHO project [Alcock et al. 2000]: search for micro-lensing events towards the Large Magellanic Cloud. 13-17 short-duration events reported no long-duration (> 150 days) events
Hints from Andromeda? This channel offers opportunity of detection! purple line: EROS project [Tisserand et al. 2007]; similar strategy, based on a 7-year monitoring of ~106 bright stars in the LMC and SMC
green line: disruption of wide binaries [1406.5169] red line: ultra-faint dwarf [Brandt 1605.03665], constraint based on a recently discovered star cluster near the center
matter would lead it to higher velocity dispersions until it dissolves into its host galaxy
LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017
Ali-Haimoud and Kamionkowski, 1612.05644
CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
wide binaries ultra-faint dwarfs micro-lensing
R O M
Planck (strong feedback)
()
Planck (no feedback)
Pisa 12/01/2017
Existing constraints on DM as PBHs
PBHs, if present in the early Universe, would accrete, radiate, heat up and partially reionize the Universe (strong-feedback case assumes that the local gas is entirely ionized due to the PBH radiation) Current bounds are under debate, and based
SKA has the opportunity to probe the altered reionization history induced by PBHs looking at 21 cm brightness temperature fluctuations
xe(z)
10−4 10−3 10−2 10−1 100z
1 10 100 1,000 10,000without PBHs instantaneous asymmetric
Chen et al. 1608.02174
LPTHE 14/02/2017 Padova 22/02/2017 Flic-en-Flac 03/05/2017
Ali-Haimoud and Kamionkowski, 1612.05644
20 10
îTb [mK] z = 30
1 0.01
comoving radius [Mpc] comoving radius [Mpc]
0.001 0.1
102Mì 10 Mì 103Mì 105M 104Mì 106Mì 107Mì
10
Tashiro et al. 1207.6405
CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
Flic-en-Flac 03/05/2017 based on: D. Gaggero, G. Bertone, F. Calore, R. Connors, M. Lovell, S. Markoff, E. Storm, “Searching for Primordial Black Holes in the radio and X-ray sky”, arXiv:1612.00457, PRL 2017
5 10 15 20 25 30 0.40 0.20 0.00 359.80 359.60 359.40 359.20 0.40 0.30 0.20 0.10 0.00Way, and ~108 in the Galactic bulge. (compare to ~108 astrophysical stellar-mass black holes in our Galaxy, Fender et al. arXiv:1301.1341)
hide such a large population of black holes?
efficiency, is this population of PBHs compatible with current radio (VLA) and X-ray (NuStar, Chandra) observations?
Galaxy if they are all the DM, or maybe a subdominant population of them?
1.4 GHz, VLA, Lazio & Cordes 2008
10-40 keV, NuStar catalog, Hong et al. 2016
CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
1.5 1.0 0.5 0.0 0.5 1.0 1.5
` []
0.4 0.2 0.0 0.2 0.4
b []
Flic-en-Flac 03/05/2017
— We set up a MC simulation — We populate the Galaxy with PBHs, and compute the predicted X-ray and radio luminosity — We produce simulated maps of predicted bright X-ray and radio sources
Spatial distribution of PBHs: We consider as a benchmark the NFW distribution. We also consider other variations, based on numerical simulations with baryons (see F. Calore et al., arXiv: 1509.02164)
black line: NFW from Navarro et al. 2004
Velocity distribution: we consider, for each radius R, a Maxwell-Boltzmann distribution centered on v = We use a spherical average of a mass model of the Milky Way M(R) from McMillian 1608.00971
(2016), including DM halo and baryonic
structures (bulge, thin and thick stellar disk, gas distribution).
he GC is a Maxwell ) = p (G M(< R)/R).
1
CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
Flic-en-Flac 03/05/2017
—> what is a conservative estimate of the accretion rate? —> what is a conservative estimate of the radio and X-ray emission?
1) Accretion rate: a small fraction of the Bondi-Hoyle rate:
isolated neutron star population estimates and studies of active galactic nuclei accretion
2) We assume radiative inefficiency
the dynamical timescales
Narayan and Yi 1994, “Advection-Dominated Accretion: A Self-Similar Solution” Blanford and Begelman 1998: “On the Fate of Gas Accreting at a Low Rate onto a Black Hole”
˙ M = 4πλ(GMBH)2ρ
BH + c2 s
3/2
η, defined by y LB = η ˙ Mc2,
relation for the bolometric lumi η = 0.1 ˙ M/ ˙ M crit for ˙ M < ˙ Mcrit
CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
Flic-en-Flac 03/05/2017
30 35 40 log Lradio (erg s−1) 35 40 45 50 55 log Lxray − ξM log MBH (erg s−1)
Beamed BL Lacs GBH (10 MΟ
Sgr A* (106 MΟ
LLAGN (107−8 MΟ
FR I (108−9 MΟ
SDSS HBLs (108−9 MΟ
X-rays:
(threshold: 8 * 10 32 erg/s; ROI: -0.9° < l < 0.3°; -0.1° < b < 0.4°) and to the Chandra catalog
in the 0.5-8 keV band Radio:
2013]
(threshold ~1 mJy; ROI: -0.5° < l < 0.5°; |b| < 0.4°)
CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
Flic-en-Flac 03/05/2017
wide binaries ultra-faint dwarfs micro-lensing
ROM
Planck (strong feedback)
()
Planck (no feedback)
X-rays:
X-ray sources
Chandra: ~400
(40% are cataclysmic variables)
Radio:
sources in the ROI
170
the ROI: 0 assuming BHs obey the Fundamental Plane relation
(i.e. no radio source in the ROI have a X-ray counterpart compatible with the FP relation they cannot be BHs accreting in the hard state)
30 100 M [M] 102 101 100 DM fraction fDM
Radio constraint (2σ, 3σ, 5σ); λ = 0.02 X-ray constraint (2σ, 3σ, 5σ); λ = 0.02
CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
Flic-en-Flac 03/05/2017 X-rays:
sources
(40% of those are cataclysmic variables)
Radio:
sources in the ROI
170
the ROI: 0, assuming that BHs obey the Fundamental Plane relation
(i.e. no radio source in the ROI have a X-ray counterpart compatible with the FP relation they cannot be BHs accreting in the hard state)
0.4 0.2 0.0 0.2 0.4
` []
0.4 0.3 0.2 0.1 0.0 0.1 0.2 0.3 0.4
b []
21.4 21.2 21.0 20.8 20.6 20.4 20.2 20.0
log10(Σgas[g/cm2]) The constraining power mainly comes from BHs in the low-velocity tail of the BH distribution (v < 10 km/s) accreting gas in the Central Molecular Zone (a compact, very dense region in the inner Galactic bulge) CAPS meeting SLAP meeting UCI meeting UCI 20/02/2018
102 M [M] 104 103 102 101 100 DM fraction fDM
Projected SKA radio constraint (1000 hours, 5σ); λ = 0.001
Flic-en-Flac 03/05/2017
It is possible to get a strong bound (or detect a population of sources) even for much lower values of λ (as low as 10-3), but a much larger integration time is needed: O(1000 h)
compare to other projected bounds (e.g. pulsar timing, 21 cm fluctuations)
Very preliminary!
1 10 100 1000 1 0.1 0.01 M [M⊙] fPBH Limits on PBH DM Abundance
EROS Known Pulsars Ultra-faint Dwarfs FRB Lensing Eridanus II W i d e B i n a r i e s SKA Pulsars
Schutz et al. 2017
10-6 10-5 10-4 10-3 10-2 10-1 100 10-3 10-2 10-1 100 101 102 103 104 fPBH MPBH/M ML WMAP SKA FIRAS
Gong et al. 2017
CAPS meeting SLAP meeting UCI 20/02/2018