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Venktesh Singh
Central University of South Bihar
Gaya – 824 236, Bihar (India)
COVID – 19 “Respect the GoI Order”
Venktesh Singh
Central University of South Bihar
Gaya – 824 236, Bihar (India)
Introduction
Experiments
Results
Summary (April 04, 2020) @ GLA University, Mathura through Zoom
COVID – 19 “Respect the GoI Order”
• In 1933,Prof. Zwicky at Caltech checked out
the Coma Cluster. Studied the kinetic energy of
the Coma cluster, he found that the kinetic
energy is far bigger than the potential energy
created by luminous mass. The galaxies were
flying around too fast (as measured by the
Doppler effect) for their visible mass to keep
them together, so he proposed the concept of “dark matter”
Origin of Dark Matter Concept: Father of DM
Virial theorem ::In the stationary gravitational system, the potential
energy is twice the kinetic energy !
According to his calculation, the mass of the dark matter must be as
much as 300 times of the ordinary matter.
COVID-19 "Respect the GOI order" 3
• A few decades later in 1970’s, Vera Rubin
found that the rotation curves of spiral
galaxies are FLAT !
Origin of Dark Matter Concept: Mother of DM
Dark Matter rediscovered
COVID-19 "Respect the GOI order" 4
Flat Rotation Curves – so what ?
COVID-19 "Respect the GOI order" 5
We can measure how fast stars rotate around galactic centre by looking at the
frequency shift of known spectral lines originating in the stars due to the Doppler
effect.
Star’s motion towards you,
relative to the galactic centre
alters wavelength of light
Rotation of Stars around Galactic Centre
Wavelength shifts are about a part in
106. These are hard measurements.COVID-19 "Respect the GOI order" 6
Use the fact that massive objects, even if they emit no light, exert
gravitational forces on other objects.
Study the motions (dynamics) of visible objects like stars in galaxies, and
look for the effects that are not understandable by the mass of the other
light emitting or absorbing objects around them.
m1
m2
r12
Evidence for Dark Matter
COVID-19 "Respect the GOI order" 7
Dark Matter dominates in galaxies e.g. in NGC3198
We are going to concentrate on the DM in the Dark Halo of our own galaxy
Origin of Dark Matter Concept: Mother of DM
v
(r)Disk Radius
This is what we expect.... ….…..but here is a typical result……...
COVID-19 "Respect the GOI order" 8
Spiral Galaxies Rotation Curve Gravitational Mass >> Luminous Mass
Evidence for Dark Matter
COVID-19 "Respect the GOI order" 9
In Ursa Major Constellation.
Distance is 30 million light years.
For comparison, distance from Earth to the galactic centre is a factor of
~1000 less, ~ 30 thousand light years
33 thousand light years
A Spiral Galaxy – NGC319
COVID-19 "Respect the GOI order" 10
Gravitationally bounded in Galactic Halo
Velocity distribution being Maxwellian
Dark Matter Current WisdomSimulated dark matter halo from
a cosmological N-body simulation
COVID-19 "Respect the GOI order" 11
Milky Way’s Dark Halo
COVID-19 "Respect the GOI order" 12
Measuring a Galaxy’s Rotation Velocity
One of the most famous
method is measurement ofHydrogen-alpha (or Hα) line,
which lies at precisely
656.28 nano-meters (for a
non-moving source).
To measure the rotational
speed of a galaxy, we mapout a line like Hα across
the galaxy and compare it to
the value from a source at
rest.
COVID-19 "Respect the GOI order" 13
Measuring a Galaxy’s Rotation Velocity
COVID-19 "Respect the GOI order" 14
Measuring a Galaxy’s Rotational Velocity
The hydrogen line, 21-centimeter line or H I (roman one) line refers to
the EM radiation spectral line that is created by a change in the energy
state of neutral Hydrogen atoms. The observation of the 21cm line of
hydrogen marked the birth of spectral-line radio astronomy.
It is commonly observed in astronomical settings such as hydrogen
clouds in our galaxy and others.
Owing to its long lifetime, the line has an extremely small natural
width, so most broadening is due to Doppler shifts caused by bulk
motion or nonzero temperature of the emitting regions.
COVID-19 "Respect the GOI order" 15
This electromagnetic radiation is at the
precise of 1420405751.7667±0.0009 Hz,
which is equivalent to the vacuum
of 21.1061140542 cm in free space.
The line come from the atomic transition of
an electron between the two hyperfine
levels of the hydrogen 1s ground state that
have an energy difference of ≈ 5.87433 μeV.
Schematic illustration of fine and hyperfine
structure in a neutral hydrogen atom.
Measuring a Galaxy’s Rotational Velocity
COVID-19 "Respect the GOI order" 16
It is called the spin-flip transition.
This logic fails here because the wave functions of the e and the p overlap; that is,
the electron is not spatially displaced from the proton, but encompasses it.
Measuring a Galaxy’s Rotational VelocityThe ground state of neutral hydrogen consists of an electron bound to a proton.
Both have intrinsic magnetic dipole moments due to their spin, whose interaction
results in a slight increase in energy (less tightly bound) when the spins are
parallel, and a decrease when anti-parallel.
When the spins are parallel, the
magnetic dipole moments are anti-
parallel because the electron and
proton have opposite charge, thus
one would expect this configuration
to actually have lower energy just as
two magnets will align so that the
north pole of one is closest to the
south pole of the other.
COVID-19 "Respect the GOI order" 17
A spontaneous occurrence of the transition is
unlikely to be seen in a laboratory on Earth, but
it can be artificially induced using a hydrogen
maser.
Measuring a Galaxy’s Rotational Velocity
This transition is highly forbidden with an
extremely small transition rate of 2.9×10−15 s−1,
and a mean lifetime of the excited state of
around 10 million years.
The magnetic dipole moments are therefore best thought of as tiny current loops.
As parallel currents attract, the parallel magnetic dipole moments (i.e., anti-
parallel spins) have lower energy.
COVID-19 "Respect the GOI order" 18
Measuring a Galaxy’s Rotational Velocity
cmm 106.2121106.0
186
15
109979.2.107433.5101357.4..1
ms
eV
eVsc
E
hc
The frequency, ν, of the quanta that are emitted by this transition
between two different energy levels is given by the Planck–Einstein relation E = hν.
According to that relation, the photon energy of a 1,420,405,751.7667 Hz photon is ≈ 5.87433 μeV. The constant of
proportionality, h, is known as the Planck constant.
COVID-19 "Respect the GOI order" 19
Maybe there is more matter in galaxies that we have not observed.WHAT? Faint stars? Planets? Rocks? Gas? Dust? Exotic Particles ?
Maybe Newton’s law of gravitation is wrong for very large distances OR
very small accelerations.
Many alternative theories have been seriously proposed,
cannot yet rule this out
Possible Interpretations
Need about 10 times as much dark matter as visible matter to explain the rotation curve discrepancy !
Astronomers have argued that dark matter can explain the strange motions ofgalaxies in clusters and stars in galaxies, but that it can’t be normal stuff
“MoND” = Modified Newtonian Dynamics
COVID-19 "Respect the GOI order" 20
Maybe there is more matter in galaxies that we have not observed.WHAT? Faint stars? Planets? Rocks? Gas? Dust? Exotic Particles ?
Maybe Newton’s law of gravitation is wrong for very large distances OR
very small accelerations.
Many alternative theories have been seriously proposed,
cannot yet rule this out
Possible Interpretations
Need about 10 times as much dark matter as visible matter to explain the rotation curve discrepancy !
Astronomers have argued that dark matter can explain the strange motions ofgalaxies in clusters and stars in galaxies, but that it can’t be normal stuff
“MoND” = Modified Newtonian Dynamics
Viable alternative, until 2006…Need to look more into the phenomenon of gravitational lensing on larger scales COVID-19 "Respect the GOI order" 21
Bending of light in gravitational fields can make lenses out
of massive objects
LENSING OBJECT
USSOURCE
NO
LENS
LENS
Strong or close lens, expect a ring of light, or a ring of
images in the presence of the lens.
When not resolved, expect increased intensity.
Gravitational Lensing of Light
COVID-19 "Respect the GOI order" 22
Gravitational Lensing of Light
1.4 million light years
COVID-19 "Respect the GOI order" 23
Light from a quasar behind a galaxy cluster is bent by the mass
in the cluster.
Use to probe the distribution of matter in the cluster.
Light from a distant quasar is bent around a foreground galaxy
Two images of the same quasar !
Probing DM with Distant Quasars:
Gravitational Lensing
COVID-19 "Respect the GOI order" 24
Coma Cluster of Galaxies (From Horizons by Seeds)
Visible light X- rays
Space between galaxies is not empty, but filled with hot gas
(observable in X rays)
That this gas remains gravitationally bound,
provides further evidence for dark matter.
Hot Gas in Clusters of Galaxies
COVID-19 "Respect the GOI order" 25
• Given what we know about gravitational lensing (tracing the
total mass in blue), hot X-ray gas in (the dominant baryonic
mass, red).
• We can show that dark matter exists in at least one system:
Images from Clowe et al. 2006 and the Chandra press release
The Bullet Cluster
COVID-19 "Respect the GOI order" 26
• Lensing of background galaxies
seen in the optical images lets
the mass distribution be
mapped.
• The X-rays trace the hot gas,
the dominant source of baryons
in this cluster merger.
• They don’t line up! Why? Dark
Matter seems to not interact
with itself the way diffuse gas
does during a cluster collision.
The Bullet Cluster
COVID-19 "Respect the GOI order" 27
• Dark matter has already been
discovered through • Galaxy clusters• Galactic rotation curves• Weak lensing• Strong lensing• Hot gas in clusters• Bullet Cluster• Supernovae• CMB
• We have entered in the regime of
dark matter identification
Astrophysical Evidences
1. Galaxy Structure
1. Rotational curve,
2. Gravitational lensing
2. Clusters of Galaxy
1. Gravitational lensing
2. Velocity distribution
3. Hot gas (X-ray)
3. Cosmic Microwave Background
4. Large Scale Structure of the Universe.
COVID-19 "Respect the GOI order" 28
• Dark matter has already been
discovered through • Galaxy clusters• Galactic rotation curves• Weak lensing• Strong lensing• Hot gas in clusters• Bullet Cluster• Supernovae• CMB
• We have entered in the regime of
dark matter identification
Astrophysical Evidences
1. Galaxy Structure
1. Rotational curve,
2. Gravitational lensing
2. Clusters of Galaxy
1. Gravitational lensing
2. Velocity distribution
3. Hot gas (X-ray)
3. Cosmic Microwave Background
4. Large Scale Structure of the Universe.
COVID-19 "Respect the GOI order" 29
• Dark matter has already been
discovered through • Galaxy clusters• Galactic rotation curves• Weak lensing• Strong lensing• Hot gas in clusters• Bullet Cluster• Supernovae• CMB
• We have entered in the regime of
dark matter identification
Astrophysical Evidences
1. Galaxy Structure
1. Rotational curve,
2. Gravitational lensing
2. Clusters of Galaxy
1. Gravitational lensing
2. Velocity distribution
3. Hot gas (X-ray)
3. Cosmic Microwave Background
4. Large Scale Structure of the Universe.
COVID-19 "Respect the GOI order" 30
• Dark matter has already been
discovered through • Galaxy clusters• Galactic rotation curves• Weak lensing• Strong lensing• Hot gas in clusters• Bullet Cluster• Supernovae• CMB
• We have entered in the regime of
dark matter identification
Astrophysical Evidences
1. Galaxy Structure
1. Rotational curve,
2. Gravitational lensing
2. Clusters of Galaxy
1. Gravitational lensing
2. Velocity distribution
3. Hot gas (X-ray)
3. Cosmic Microwave Background
4. Large Scale Structure of the Universe.
COVID-19 "Respect the GOI order" 31
• Dark matter has already been
discovered through • Galaxy clusters• Galactic rotation curves• Weak lensing• Strong lensing• Hot gas in clusters• Bullet Cluster• Supernovae• CMB
• We have entered in the regime of
dark matter identification
Astrophysical Evidences
1. Galaxy Structure
1. Rotational curve,
2. Gravitational lensing
2. Clusters of Galaxy
1. Gravitational lensing
2. Velocity distribution
3. Hot gas (X-ray)
3. Cosmic Microwave Background
4. Large Scale Structure of the Universe.
COVID-19 "Respect the GOI order" 32
CMB Fluctuation• Dark matter has already been
discovered through • Galaxy clusters• Galactic rotation curves• Weak lensing• Strong lensing• Hot gas in clusters• Bullet Cluster• Supernovae• CMB
• We have entered in the regime of
dark matter identification
Astrophysical Evidences
1. Galaxy Structure
1. Rotational curve,
2. Gravitational lensing
2. Clusters of Galaxy
1. Gravitational lensing
2. Velocity distribution
3. Hot gas (X-ray)
3. Cosmic Microwave Background
4. Large Scale Structure of the Universe.
COVID-19 "Respect the GOI order" 33
CMB Fluctuation• Dark matter has already been
discovered through • Galaxy clusters• Galactic rotation curves• Weak lensing• Strong lensing• Hot gas in clusters• Bullet Cluster• Supernovae• CMB
• We have entered in the regime of
dark matter identification
Astrophysical Evidences
1. Galaxy Structure
1. Rotational curve,
2. Gravitational lensing
2. Clusters of Galaxy
1. Gravitational lensing
2. Velocity distribution
3. Hot gas (X-ray)
3. Cosmic Microwave Background
4. Large Scale Structure of the Universe.
COVID-19 "Respect the GOI order" 34
[Tyson et al., Ap. J. 498 L107-110, 1998]
Reconstructed Matter Distribution in
CL0024-1654
COVID-19 "Respect the GOI order" 35
Need about 10 times as much dark matter in the overall cluster as
observable in the individual galaxies to explain the observed
lensing.
Galaxies and Galaxy clusters are made up of about 10% visible
matter and 90% dark matter, whose nature is currently not
understood and which means that on a galaxy and cluster scale,
only a few %, perhaps lower, of the matter is solidly understood.
...OR you could consider modifying Newton’s law of gravitation, but
the modifications proposed to explain both rotation curves and
cluster lensing are so complicated that nobody except the propose-
author claims to understand them !
How much Dark Matter in Clusters ?
COVID-19 "Respect the GOI order" 36
Galaxy clusters would not have formed
Hot gas surrounding most galaxy clusters would haveescaped
Galaxy collisions would look different
Most stars would have escaped from galaxies There would be much less structure in the universe!
Unless Newton’s Gravitation Law is wrong!21/ for large ?F r r
If there were no dark matter:
IT MEANS DARK MATTER IS PRESENT.
Evidences for Dark Matter
COVID-19 "Respect the GOI order" 37
Is the mass in the universe all observable through emission or absorbsion
of electromagnetic radiation ?
Dark Matter
...is matter that does not shine or absorb light, and has
therefore escaped direct detection by electromagnetic
transducers like telescopes, radio antennas, x-ray satellites...
It turns out that there is strong experimental evidence that there is
more than 4 times as much dark matter as luminous matter in the
observable universe.
Question ?
COVID-19 "Respect the GOI order" 38
Visual Matter
COVID-19 "Respect the GOI order" 39
Dark Energy: “We know
less than nothing”
Standard Model
Matter Well
Understood
Dark Matter: “We
know nothing !
But perhaps have
better guesses”
Dark Matter: Obeys known Laws of Gravitation.
Universe Energy Budget
COVID-19 "Respect the GOI order" 40
All we know is that dark matter reacts to gravitation but not to
electromagnetism since it does not emit any light i.e. electric
charge =0 and colourless
It should be massive
Very long lived or absolutely Stable
(Protected by a conserved quantum number)
Very Weak in nature
Hot or warm or cold, prefer COLD Dark Matter (Mass>>>KE)
Mass, spin NOT known
Relic abundance compatible to observation
Motivated by theory (Vs. “ad-hoc” ) May be it interacts with ordinary matter through the weak
nuclear force, the one responsible for radioactive decays.
Dark matter would then be made of weakly interacting particles.
What we know about Dark Matter ? Know something !
COVID-19 "Respect the GOI order" 41
If so, then its mass would mostly
come from protons and neutrons =
baryons
The density of baryons right after
the big bang leaves a unique
imprint in the abundances of
deuterium and lithium.
Density of baryonic matter is only ~
4 % of critical density, total is 30%.
Most dark matter must be non-baryonic !
The Nature of Dark Matter
COVID-19 "Respect the GOI order" 42
Can dark matter be composed of normal
matter?
• Baryonic dark matter:
Ordinary matter formed from protons, neutrons, electrons,etc. e.g., planets, brown dwarfs, dark nebulae, black holes.
• Non-baryonic dark matter:
Neutrinos, axions, super-symmetric partners (neutralinos,photinos etc.) and Weakly Interacting Massive Particle(WIMP – Strong DM candidate)
Dark Matter could be .......
COVID-19 "Respect the GOI order" 43
– Just trying to explain flat rotation curves with things like black
holes, brown dwarfs, etc.
– These are “Baryonic,” made from conventional stuff on the
periodic table (like people, planets, etc.)
– Can be probed via gravitational lensing
Rocks
From pebbles to giant planets like Jupiter. If there are enough of
them, they could make up the dark matter.
Jupiter-size and above planets are a serious contender, and are called
MACHOs by the community – MAssive Compact Halo Objects.
Dark Matter could be .......
COVID-19 "Respect the GOI order" 44
Dense filamentary structures that some theorists think could thread
the universe, giving rise to its present-day lumpiness.
Currently disfavored by cosmological data, but may come back into
vogue sometime.
Dark Matter could be .......Neutrinos
Light, neutral particles of which at least some have a small mass.
Produced in enormous numbers in stars and possibly at the big bang.
If there are enough of them, they could (maybe) be the dark matter.
Don’t emit significant amounts of light, can be very massive.
Would need lots of them.
COVID-19 "Respect the GOI order" 45
Black Holes
Cosmic Strings
Particles having mass roughly that of an atomic nucleus, could be as
light as carbon or as heavy as 7 nuclei of xenon.
Need a few per liter to constitute dark matter. Unlike nucleus, only
interact WEAKLY with other matter, through the same mechanism
that is responsible for nuclear beta-decay.
Dark Matter could be .......
Very light particles, mass around 1/1,000,000,000,000 of an electron.
Needed for building most realistic models of the neutron from
standard model particle physics. Not detected.
To be the dark matter, there should be around 10,000,000,000,000 per
cubic centimeter here on Earth.
COVID-19 "Respect the GOI order" 46
Axions
WIMPs
Weakly interactive massive particle
– Neutrinos?
• Seem to have mass, but too small.
– Axions?
• Axion is a hypothetical elementary particle postulated by Peccei-Quinn theory in 1977 to resolve the strong-CP problem inquantum chromo-dynamics (QCD).”
• As yet, not detected (axions are predicted to change to and fromphotons in the presence of strong magnetic fields, and thisproperty is used for creating experiments to detect axions).
WIMPs could be a Dark Matter candidate
COVID-19 "Respect the GOI order" 47
WIMP
List of CDM Candidates (incomplete)
COVID-19 "Respect the GOI order"
Current Wisdom (?) :Most of the Experimental Programs focus on the Search of WIMPs
Key Variables: Mass and Cross – Sections 48
Fig. from L.Baudis; Klypin, Zhao and Somerville 2002
1010 (GeV/m) WIMP’s passing through us per cm2 per second !
Cold dark matter is present
at all scales including
galactic halos (rotation
curves), including ours
(revolution speed of
Magellanic Clouds, etc.)
Milky Way.
If dark matter particles do
not have weak interaction,
no hope to detect them,
if they do are called WIMPs
Not necessarily only one type
Milky Way’s Dark Halo
COVID-19 "Respect the GOI order" 49
Non-WIMP Dark Matter Candidates
COVID-19 "Respect the GOI order" 50
Dark Matter Detection
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Dark Matter Detection
COVID-19 "Respect the GOI order" 52
Dark Matter Detection
COVID-19 "Respect the GOI order" 53
Dark Matter Detection
COVID-19 "Respect the GOI order" 54
• Direct detection:– WIMP scattering off nuclei
• Indirect detection:– Detection of WIMP
annihilation products
– SuperK, ANTARES, AMANDA…(Mediterranean)
Detection of WIMP
COVID-19 "Respect the GOI order" 55
Indirect Detection of WIMP
COVID-19 "Respect the GOI order" 56
Searches of Dark Matter Candidates
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WIMP Direct Detection
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• Nuclear vs electronic recoil– (discrimination almost required now)
• Recoil energy spectrum shape– (exponential, rather similar to background…)
• Annual flux modulation– (tricky, most events close to threshold, small effect)
• Diurnal direction modulation– (nice signature, but requires low pressure gaseous target)
• No multiple interactions– (removes limited fraction of background)
• Consistency between targets of different nuclei– (essential once first signal is clearly identified)
Possible WIMP Signatures
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Direct Detection
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Rate = 5.1 x 10 – 9 kg – 1 day – 1
Rate = 1 event kg – 1 10 day – 1Direct Detection
COVID-19 "Respect the GOI order" 61
Challenges for WIMP Detection➡ Large mass (ton scale)
➡ Low energy threshold
(a few keV)
➡ Background suppression
➡ Deep underground
➡ Passive / active shielding
➡ Low intrinsic radioactivity
➡ Gamma ray background discrimination
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Medium in size (in meters)
High cost (USD Millions)
Low threshold (O sub-keV)
Very sophisticated technologies
Limited physics
Deeper is better.
Direct WIMP Detection Detectors
COVID-19 "Respect the GOI order" 63
Principle and Detection Technique
,TEXONO, CDEX
Direct Detection
COVID-19 "Respect the GOI order" 64
WIMP
Heat
Ionization
Light
Ge
Liquid Xe
NaI, Xe
Ge, Si
CaWO4, BGO
Al2O3, LiF
Elastic nuclear scattering
• ≈ few % detection energy• usually fast• no surface effects ?
≈ 20 % energy
• ≈ 100% detected energy• relatively slow• requires cryogenic detectors
Direct WIMP Detection Techniques
COVID-19 "Respect the GOI order" 65
WIMP
Heat
Ionization
Light
Ge
Liquid Xe
NaI, Xe
Ge, Si
CaWO4, BGO
Al2O3, LiF
Elastic nuclear scattering
• ≈ few % detection energy• usually fast• no surface effects ?
≈ 20 % energy
• ≈ 100% detected energy• relatively slow• requires cryogenic detectors
Direct WIMP Detection Techniques
COVID-19 "Respect the GOI order" 66
WIMP
Heat
Ionization
Light
Ge
Liquid Xe
NaI, Xe
Ge, Si
CaWO4, BGO
Al2O3, LiF
Elastic nuclear scattering
• ≈ few % detection energy• usually fast• no surface effects ?
≈ 20 % energy
• ≈ 100% detected energy• relatively slow• requires cryogenic detectors
Direct WIMP Detection Techniques
COVID-19 "Respect the GOI order" 67
WIMP
Heat
Ionization
Light
Ge
Liquid Xe
NaI, Xe
Ge, Si
CaWO4, BGO
Al2O3, LiF
Elastic nuclear scattering
• ≈ few % detection energy• usually fast• no surface effects ?
≈ 20 % energy
• ≈ 100% detected energy• relatively slow• requires cryogenic detectors
Direct WIMP Detection Techniques
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Examples of Direct WIMP Detectors
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Examples of Direct WIMP Detectors
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Examples of Direct WIMP Detectors
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Rejection of background is the critical issue
Examples of Direct WIMP Detectors
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Signal in Direct Searches
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Kuo Sheng
TEXONO
INODINO
Many experiments are collecting more data and new ones are being built. With theorists
and experimentalists being hard at work, hopefully there will soon be a breakthrough.
The World wide WIMP Search
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The World Wide WIMP Search
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CDEX-TEXONO (Ge) ,CDMS (Ge, Si), CDMSlite (Ge), LUX (Xe), SIMPLE (C2CIF5),
SuperCDMS (Ge), TEXONO (Ge), XENON 100 (Xe), XENON 10 (Xe)
.....Have upper bounds .....
Most of them found NULL results, and Placed Bounds !!
Direct DM WIMP Searches
COVID-19 "Respect the GOI order" 76
• There is MUCH MORE to the Dark Matter problem than I have had time
to discuss in this talk.
• That Zwicky was right!
• Dark Matter does indeed seem to be real, thank you Bullet Cluster.
• The majority of matter, dark or otherwise, is “non-baryonic” exotic
stuff, and we don’t know for sure what it is. It’s likely flying through
this room right this instant in huge amounts.
• WIMPs, not MaCHOs.
• Other detection methods (solid Germanium and Silicon crystals,
Calcium Tungstate, Sodium Iodide)
• There is also MUCH MORE to the technology of liquid xenon based
detectors - gamma background rejection, scale up to huge detectors
with around a tone of liquid xenon.
Summary
COVID-19 "Respect the GOI order" 77
Thank you for your kind attention !
COVID-19 "Respect the GOI order" 78