Dark Matter and Dark Energy: Mysteries of The Universe: July 2017
Dark Matter and Dark Energy: Mysteries of The Universe: July 2017
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International
Journal of Recent Research and Applied Studies
(Multidisciplinary Open Access Refereed e-Journal)
Abstract
The Universe has a flat geometry and its density is very close to critical density. However, the observed amount of
matter accounts for only 5% of the critical density. The rest of the 95% is completely unknown to us which exists in the
form of Dark Energy (68%) and Dark Matter (27%). We present an overview of how the very idea of the existence of Dark
Matter emerged and some compelling evidences for the existence of such matter. Moreover, we also provide an insight on
how scientific ideas have evolved from a static Universe to an expanding Universe and then to an accelerating Universe. In
addition, we explain fundamental concepts related to Dark Energy and discuss briefly on the evidences of Dark Energy. We
also discuss some alternative solutions to the problems of Dark Matter and Dark Energy provided by different scientists.
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that no dark matter is needed in the solar neighborhood. He was surprised to find that the orbital velocities were
Jan Oort(1932) carried out dynamical study of the Milky almost a factor of ten larger than the mass calculated
Way Galaxy. He discovered that vertical motion of stars from optical observations allowed.
near the Galactic Plane was at an alarmingly fast rate In spiral galaxies, visible matter consists of stars
than that was possible considering the density due to and interstellar gas which rotate around the galactic
known stars. This suggested the existence of some center on nearly circular orbits. Most of the observable
unseen matter. He said Dark Matter is twice as much as matter is found to be in a thin disc. Galaxy-rotation
normal matter. This was later found to be wrong. curves suggest that velocity remains constant or
However, Fritz Zwicky (1933 A.D.) observed the Coma increases after about 5 kpc Matts Roos, 2010) which is
Cluster and claimed the existence of Dark Matter. Thus, far from the expected model as shown in Fig.1
the discovery of Dark Matter is credited to Fritz Zwicky.
Figure I
Rotation curve of spiral galaxy M33 (yellow and blue points) and white line indicates the predicted one from visible matter
observations. Only by adding a dark matter halo around the galaxy, the discrepancy between the curves can be accounted
for. (Source: Corbelli and Salucci, 2000)
Mass-to-light ratio (M/L) of all the stars in baryonic density cannot exceed 0.05 times the critical
galaxies cannot explain all the mass in the Universe density. However, constraints from CMB, supernovae
.Clearly, it suggests that matter which doesn’t emit observations and galaxy redshift surveys suggest that
radiation is present in the galaxies. Moreover, in some matter density should be about 0.27 times the critical
elliptical galaxies, strong gravitational lensing shows density of the Universe. So, the remaining 0.22 of the
evidence for dark matter. (Bertone, 2004). There are two critical density has to be that of non-baryonic matter.
types of Dark Matter : Baryonic Dark Matter (BDM) and This is why matter was separated as baryonic and non-
Non-Baryonic Dark Matter. True nature of both of these baryonic matter. (Gondolo, 2004)
dark matters aren’t yet known. This is called “The Dark Cold molecular clouds and brown dwarfs are
Matter Problem”. However, “dark matter” in general is candidates for dark matter in the galaxies. According to
used to refer to the non-baryonic dark matter. some observations, MACHOs provide a significant
quantity of halo dark matter. However, statistics of
2.1.1. Baryonic Dark Matter microlensing events is too low to make strong
Cosmic Microwave Background (CMB) tells us conclusions. How MACHOs formed is one problem
how the Universe was before the development of whereas what the rest of Dark Matter in the galaxies is
structures and at the time of decoupling of photons from made up of is another. Observation of near-infrared and
baryons i.e. about 380,000 years after the beginning of faint optical emission of halo around the galaxy
time. (Hu & Dodelson, 2002) Using CMB, the baryonic NGC5907 suggest that there is expected distribution of
density were measured which along with conditions gravitational mass- providing the first direct indication
required for primordial nucleosynthesis suggest that the about very faint stars (with mass about 0.1 solar masses)
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being responsible for most effects of dark matter in the The acceleration of gravity in MOND (a) is related to
galactic halos. (Jetzer, 1996) that in Newtonian dynamics (aN) by
aN= aμ(a/a0)
2.1.2. Non-Baryonic Dark Matter where a0 is one Angstroem per second per second and
Based on velocities of particles of which the regarded a new constant of Physics.
Non-Baryonic Dark Matter is made up of, it is divided In the outer regions of the galaxies, acceleration
into three types: hot dark matter (HDM), warm dark is many orders of magnitude smaller than what we have
matter (WDM) and cold dark matter (CDM). At the time otherwise predicted. This is explained by MOND by
of formation of galaxies, HDM was relativistic which assuming that when acceleration is low compared to a0.
affected the formation of smallest objects. CDM was 𝐺𝑀𝑎 0
For a<<ao, 𝑎 = 𝑎𝑁 𝑎0 = , where M is the
non-relativistic and collapsed under the effect of its own 𝑟
gravity. WDM was semi-relativistic and can be mass generating gravitational field.
considered as an intermediate between CDM and HDM. The velocities of stars in galaxies would be
(Gondolo, 2004) Examples of HDM: light neutrino; of more than expected from Newtonian gravity if the
CDM: Neutralinos, WIMPZILLAs, axions, and of gravitational force was directly proportional to the
WDM: keV-mass sterile neutrinos and gravitinos. square of centripetal force (instead of centripetal force
Another way of classifying Non-Baryonic Dark alone) on the galactic scales or if the force of gravity
Matter is Type Ia (that are known to exist), Type Ib (that varied inversely with radius (Milgrom, 2002) From the
are yet not discovered but can solve genuine physics above equation, it is also seen that acceleration is
particle problems and are interact and possess mass inversely proportional to radius (and not with radius
within well-defined particle model) and Type II (that squared). So, the galactic rotation curves can be
aren’t as strong candidates as the other two). However, explained. Thus, there is no need of dark matter to
with more understanding of associated Physics and explain flat rotation curves in galaxies. (Milgrom, 2002)
nature of particle, a particle can move from Type II to MOND can correctly predict the flat rotation
Type Ib and finally to Type Ia with its discovery curves of galaxies beyond a certain distance. Moreover,
(Gondolo, 2004). mass discrepancy plotted against typical acceleration in
galactic systems gives similar pattern as per MOND’s
2.1.3. Modified Newtonian Dynamics (MOND) predictions. However, every galaxy can be an
When acceleration of gravity becomes less than independent test of MOND, regarding whether or not the
a fixed value, mass discrepancies are seen in the stellar rotation curve is flat. (Scarpa, 2006) When we try to fit
systems. Realizing this, MOND was proposed by M. the rotation curves, a0 is an inflexible constant- the
Milgrom to behave as alternative approach to explain the online flexible parameter being the mass-to-light ratio
effects of non-baryonic dark matter. (Scarpa, 2006) It is (associated with the M term) and somewhat flexibility is
a non-relativistic concept applicable on galactic scales to observed with the distance r. Thus, MOND has very less
match with the observations of galactic-rotation curves flexibility than a dark-matter model which can explain
which would otherwise need dark matter. any kind of rotation curves. (Scarpa, 2006).
Figure II
Rotation curve of galaxies along with data. Yellow lines represent the curves predicted by MOND and the red lines
represent the curves predicted by Newtonian dynamics. (Source: Mordehai Milgrom,2002)
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2.1.4. Bullet Cluster lensing. (Bradac et al. 2006, 2009) Lensing mass
Bullet Cluster consists of two colliding clusters distribution was studied to provide a powerful evidence
of galaxies at z=0.296 (Paraficz et al., 2016). In this for the existence of dark matter which challenges
system, ssub-cluster “Bullet” has undergone collision theories of modified gravity like MOND and TeVeS
with the main cluster, nearly at the plane of sky (Barrena (Milgrom 1983; Bekenstein, 2004) It was found that the
et al. 2002). As a result of collision, strong bow shock majority of mass component exists in spatial agreement
has been produced in the intra-cluster gas- stripping not with the X-ray gas but with the galaxies. This verifies
away the gas from the cluster potential. (Markevitch et that dark matter doesn’t collide with anything. (Paraficz
al., 2002). Since the gas and galaxies have some offset, et al., 2016). However, the separation of dark matter and
there is a possibility to indirectly measure the luminous matter could very well be a projection effect in
distribution of total mass by the use of gravitational MOND. (Angus et al. 2006)
Figure III
Bullet Cluster: Blue region indicates source of gravity whereas the red region indicates the gas clouds in X-rays. Clearly,
most of the gravity is not from the region of baryonic matter.[Source: Markevitch et al., 2004]
2.1.5. N-Body Simulations distributed 3 to 10 times the total mass points they had
Ostriker and Peeble presented a theoretical put. This suggested a clear need of dark matter.
argument for the requirement of massive dark matter
halos to stabilize the disks of spiral galaxies. (Frenk, 2.1.6. Evidences from Andromeda Galaxy
2012) By using N-body simulations, 300 mass points The motion of stars of the Andromeda Galaxy
were programmed in computer which represented groups was studied using sensitive photon detectors. (Rubin,
of stars in a galaxy rotating about central point. They had 1970). The hydrogen gas cloud outside the visible edge
simulated the galaxy such that there were more mass of Andromeda was expected to move slower than gas at
points (stars) near the center and fewer towards the edge. the galaxy’s edge. However, it was found that the orbital
The simulation was based on calculation of gravitational speed of hydrogen clouds remain constant outside the
force between each pair using Newton’s formula and visible galactic edge. This suggested the need of dark
then showing how the stars would move in a short period matter whose quantity increased with increasing distance
of time. They were able to track the motion of the stars from the center of the galaxy.
(mass points) over a long period by repeating the
calculations for many times. They discovered that even 2.1.7. Evidences from lensing of Quasars
shorter than an orbital period, most of the stars (mass Quasars are distant objects which are about 100
points) had to collapse to a bar shape near the galactic times more luminous than an entire galaxy. Images of
center according to the calculations; which isn’t what we quasars which are far away are lensed by the galaxies
see. Thus, they concluded that for the system to be stable between us and the quasar. The observations of such
(like we observe), the mass has to be uniformly lensing can provide significant insight about how dark
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matter is distributed. Several images of the same quasar brightness of the images can be used to trace out where
appear due to gravitational lensing when we view them the dark matter is present and how much dark matter is
through our telescopes. By measuring the brightness of there. Observations from such lenses have concluded that
each image of the quasar, we can determine how matter dark matter clumps in galaxies should not be larger than
in the galaxy in between is distributed. Normal matter 3000 light years.
can be located by using optical measurements. Then, the
Figure IV
Gravitational lensing producing several images of distant quasar.(Source: The European Space Agency’s Faint Object
Camera on board NASA’s Hubble Space Telescope, 1990)
2.1.8. Dark Matter in the Milky Way relativistic particles which were produced by falling out
The MACHO Project (1992) was designed to of thermal equilibrium with the hot and dense plasma in
look for dark matter in the form of MACHO in the the early Universe. Any dark matter candidate particle
galactic halo of Milky Way. (Alcock, 1995). It was based which can interact with the particles of the Standard
on observing gravitational lensing. “Large Magellanic Model via force with strength similar to weak nuclear
Cloud” is a small satellite galaxy that revolves around force is referred to as WIMP. When the early Universe
the Milky Way and the MACHO project was based on was at high temperature, thermal equilibrium was
monitoring the light from stars in that galaxy which will established and number density of photons and WIMPS
be gravitationally lensed if a MACHO passes in front of were roughly same. Due to the cooling of the Universe,
them. An automated telescope at Australia’s Mount both of their density decreased. After the temperature
Stromlo Observatory was used in the project to observe reached below the mass of WIMP, the formation of
such transit. However, no significant change to account WIMP became rare whereas the annihilation didn’t stop
for dark matter was observed. Another project was but proceeded. The number density of WIMP’s
“EROS” was run by European Organization for decreased at an exponential rate. However, the
Astronomical Research which also got similar negative equilibrium was disturbed at some point when the
result. Observations of about 7 million stars lead to only density of WIMP significantly dropped-making the
one possible MACHO transit which was much less than probability of two WIMPs annihilating very low. The
what theory predicts (42 events are predicted by theory). number of WIMPs didn’t drop anymore. Predicted relic
Moreover, SuperMACHO survey succeeded the density of WIMPs at present is inversely proportional to
MACHO Project and it was concluded that the the strength of interaction. If the relic density is to be
MACHOs can’t simply account for the observed density equal to that of dark matter density, the strength of
of dark matter in the Milky Way. interaction is expected to be equal to electroweak-scale
interactions. So, a stable particle which annihilates with
2.1.9. WIMPS (Weakly Interacting Massive Particles) electroweak-scale cross section can behave as what we
They are non-Standard Model and non- call “dark matter” in the Universe. (Griest, 2006)
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dilation. (Wirtz, 1924) In 1927, Lemaitre published his way, for over a decade. However, Edwin Hubble is often
paper proposing that the Universe is expanding. mistaken to be the first one to discover the redshifts of
However, his work didn’t draw much attention and galaxies. Edwin Hubble (1929) combined the distances
Einstein told him “Your calculations are correct, but your he had measured using Cepheid variables with velocities
physical insight is abominable.” (R Smith, 1990). The of galaxies calculated from their redshift. He plotted a
astronomers at that time had attempted to determine any graph against velocity and distance reaching a
observational form of redshift-distance relation. conclusion that further galaxies were moving away from
However, all of their evidence was not convincing as us at a faster rate. Hubble and Humason (1931) measured
their plots of radial velocity against distance looked more 40 new radial velocities and plotted them against
like scatter diagrams. (Smith, 1990) distance to obtain a better result showing velocity-
The light from galaxies is stretched out by distance relationship (Bergh, 2011). However, the reason
expansion of the Universe which is known as redshift. for the observed redshift of galaxies was unclear at that
Vesto Melvin Slipher had accumulated several time.
measurements of velocities of galaxies determined this
Figure V
Velocity-distance graph plotted by Edwin Hubble in 1929.(Source: E. Hubble, 1929)
Figure VI
Velocity-distance graph plotted by Edwin Hubble and Humason in 1931 [Source: Hubble andHumason, 1931]
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The “apparent recession velocities” is the result 2.2.2. First Indication of Dark Energy
of increase in proper distance due to the expansion of Astronomers were keen to determine the
space itself in between the galaxies. This happens only deceleration rate of the Universe which would appear as
between systems which aren’t held together by gravity. small yet real departure from Hubble’s Law if Hubble
Thus, this effect isn’t seen within the galaxies of the diagram was extended to very large distances. However,
Local Cluster which are bound by their mutual gravity. It the telescopes we have cannot afford to see the light
is significant to note that cosmological redshifts are not from stars which are billions of light years away. For the
Doppler shifts of galaxies flying away from us. Except same reason, astronomers based their observations on
for motions within galaxy clusters, galaxies are at rest type Ia Supernovae which are standard candles in
and it is the space between them which is expanding. Astronomy. There are, however, several challenges
Due to the expansion of the space, any photon which associated with determining the cosmic deceleration or
passes through the space is stretched i.e. its wavelength acceleration by the help of these supernovae. These
increases. Since the photons from distant galaxies spend events are rare as they take place about once every
more time travelling through expanding space, they are hundred years in a typical galaxy. This means searching
more stretched than the photons from galaxies which are about 10,000 galaxies would allow us to find two of
nearby. This is why redshift increases with increase in these events a week which definitely is not possible for
distance. However, it is to be noted that the red-shift humans. Moreover, unlike Cepheid variables,
distance relation is different from the recessional supernovae don’t have direct brightness-vibration period
velocity-distance relation (which is linear) observed by relation.
Edwin Hubble. However, extra-bright type Ia SN increases to
A negative pressure field (similar to Dark its peak luminosity and decreases slowly compared to its
Energy as we think of it now) must have driven the dimmer counterpart. This is why the study of light curve
inflation of the Universe in its very early stage. (Guth, (graph of luminosity as a function of time) of SN is
1981) Inflation is a phenomenon which eases the horizon significant to determine their luminosity. Such use of
problem and the flatness problem of the Friedmann Phillips relationship i.e. the relation between rate of
Cosmology (referred to as Big Bang Cosmology). luminosity evolution after maximum and the peak
Horizon problem is related to the homogeneity observed luminosity for a Type Ia supernovae can help to measure
in the distant points in CMB whereas the flatness distances to about 7% accuracy. Since the uncertainty in
problem is related to the precision in flatness of the average value we measure becomes smaller as the square
Universe in its early age. Cosmic Inflation lasted from root of the total number of times the measurement is
10−36 seconds to about 10−33 seconds after the Big Bang. repeated, measurements of more of these events are
It is currently thought that Inflation must have occurred required for experimental accuracy which is yet another
at a much higher energy density compared to the density challenge. Another way to use them as standard candles
of dark energy we observe today. However, the relation is to exploit the fact that they explode with the same
of inflation and dark energy aren’t yet clear which is why Chandrasekhar mass (about 1.4 solar masses), so their
the Cosmological Constant was thought to not related to luminosity is known to us. By observing the flux, the
the Universe’s faith, back then in 1980s. distance to these events can be worked out by the flux-
luminosity relation mentioned in section 2.2.1.
Figure VII
Light curves of SN 2007le (Source: KAIT and Lick Nickel 1 m data)
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By the end of the 20th century, two separate the Universe was expanding slower in the past which is
group of astronomers were ready with their results from why it took longer for its light to reach us. However, it
observations of type Ia supernovae. In 1998, the High-Z accelerated in its expansion and reached the current rate
Supernova Team measured 16 distant and 34 nearby of expansion. In 1999, the Supernova Cosmology Project
supernovae and were startled to see that the Universe with even a larger sample of 42 distant supernovae
was accelerating in its expansion (Riess, 1998). The published its results which agreed with that of High-Z
distant supernovae were about 25 percent dimmer for a Supernova Team ( Perlmutter, 1999).
given redshift than expected which clearly indicated that
Figure VIII
Observed magnitude against redshift plotted for highly redshirted as well as near type Ia Supernovae [Source: Perlmutter,
2003].
Later, astronomers continued to look for even 2.2.3. Brief Discussion of Evidences of Dark Energy
more distant type Ia supernovae (about 12 billion light If the mass density of the Universe dominated
years away) and found that the most distant supernovae the cosmos, it would eventually decelerate the expansion
are actually too bright than expected. This further reveals of the Universe. In that scenario, the Universe would
that when the Universe was young, galaxies were closer have a higher rate of expansion in the past than in the
which caused their gravitational pull to be much present. So, the light from the Supernovae would have
effective than the effect of dark energy. So, the faced higher stretching earlier when they were emitted
expansion was slowed down. But as Universe continued compared to the present. The redshift we would predict
its expansion, the distance between the galaxies for a given brightness of supernovae would thus be less
increased which caused their gravitational pull to than the actual redshift observed. This means for a given
become weaker compared to dark energy; thus leading to redshift, supernovae would appear brighter than
acceleration. This happened about 6 billion years ago. expected.
(Michael Seeds and Dana Backman, 2012) In contrast, since the supernovae are fainter for
In short, observations of supernovae in the region where a given redshift than expected, we can conclude that
acceleration had just started appear dimmer than mass density doesn’t alone dominate the Universe. In
expected but the supernovae even farther, belonging to fact, adding cosmological constant helps us to fit the
the time when the Universe was decelerating in its initial supernovae data quite well. Perlmutter and Goobar
phase are brighter than expected. The speculations about (1995)had found that by observing type Ia Supernovae
the initial deceleration and later acceleration are made data for a wide range of distances, it is possible to
after these observations. determine the effects of mass density and vacuum-energy
density. The supernovae data of 1998 implies that
vacuum energy density is larger than the mass density
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(Perlmutter, 2003). This is why the Universe is some “fine tuning” (Perlmutter, 2003). Since the
accelerating in its expansion. If the Universe really has a considerations of this constant vacuum energy density
flat geometry as indicated by measurements of CMB, represented by Cosmological Constant as the
70% of the total energy density is vacuum energy and accelerating energy (dark energy) has these problems,
30% is mass. some physicists have proposed a dynamic scalar-field to
Baryonic Acoustic Oscillations (BAO) provide be responsible for the effects of “dark energy”.
another significant evidence for the existence of Dark
Energy. BAOs are periodic fluctuations observed in 2.2.4. Could there be something wrong with our
density of baryonic matter that is visible in the Universe. interpretation of Dark Energy?
Just as the Supernovae act as standard candles, BAOs act Astrophysicists often love to argue about
as “standard-ruler” to measure length scale in different possibilities and to broaden their horizon about
cosmology. From the observations of different large scale the possible explanations of data obtained from
structures in the Universe by the use of different surveys, experiments. There could be some interpretation of the
length of the standard ruler is measured to be about data without requiring the need for Dark Energy, one of
490million light years in the present context. (Eisenstein them being the argument supporting “Luminosity
et al., 2005) In the primordial plasma of the Universe, Evolution”.(W. Li, 2003) However, we haven’t fully
matter had gravitational force as well as photon-matter understood whether or not they evolve at different
pressure which acted in opposite directions i.e. redshifts. Another scenario can also explain the results
gravitational force attracted matter and the photon-matter without considering the need for Dark Energy (Clifton,
pressure created outward force. This resulted in 2009). Assume that the Universe is inhomogeneous, the
oscillations which are called BAOs. Each wave expansion is decelerating everywhere and our place in
originating from such region moves around in a spherical the Universe has much less density than anywhere else
manner- outward from the overdense region. Such wave which is why our deceleration is less in comparison. In
consisted of dark matter, baryons as well as photons that case, the expansion rate of our place will be much
moving together with speed closer to half the speed of faster than anywhere else. Different parts of the space
light. (Sunyaev and Zeldovich, 1970; Peebles and Yu, expand differently in that scenario. If supernovae
1970). After 400,000 years of the big bang, the photons explode in different parts of this Universe (some close
and baryons decoupled. After that, the pressure was and some far away), we would observe different results.
relieved and a shell, with fixed radius, of baryonic matter For instance, for a distant supernova, our space expands
was left behind. This is called sound horizon. (Eisenstein much faster than the space at the location of the
et al., 2005) Later on, the matter attracted more matter- supernovae. Light coming from the supernova passes
forming galaxies and galaxy clusters. From observations through different regions with different rates of
of light from galaxy clusters, the current sound horizon expansion and the stretching of the photons produces
can be found which can be compared to that at the time redshift. However, the stretching is less in the places
of recombination. (Eisenstein et al., 2005) Thus, BAO with less expansion rate (distant) and more as the photon
can be used as standard ruler. By measuring the scale of approaches us. So, the light from the supernova would
BAO in galaxy distributions, we get a geometric probe have a smaller redshift than it would if the entire
related to the expansion history. (Frieman et al, 2008) Universe was expanding at our local rate. In contrast,
Study of CMB allows us to critically determine light in such Universe has to travel a longer distance for
cosmological parameters with high precision, which it to have a given redshift (Clifton, 2009). The
strengthens the ability of different methods to understand supernovae would appear to be dimmer in that case, just
Dark Energy. WMAP(Wilkinson Microwave Anisotropy as in the observations.
Probe) and Planck satellite data have been significant for Another possibility is that the clocks which
our study of CMB. By combining the results of data were in sync in early smooth Universe became
from BAO, CMB and Supernovae, we find that dark unsynchronized by now due to increasing lumpiness of
energy is required to explain our results. (Frieman et al, matter. Thus, time dilation has slowed down the time in
2008). However, some particle physicists ridicule the our galaxy compared to the cosmic voids out there. In
concept of vacuum energy density because the standard fact, the time shown by our clock and one in a floating
model of particle physics doesn’t allow vacuum energy void can differ by about 38 percent which can explain
density of the magnitude required to explain the the supernova data. Space is negatively curved in voids
supernovae data. The calculations predict a vacuum which implies that for a given radius, the volume is
energy 10120 times the required value which is the larger compared to a relatively flat space we live in.
biggest mismatch ever between theory and observation Wiltshire says this change in volume along with the
in the history of science. Moreover, the mass density correction to clocks can explain the acceleration.
becomes smaller as the Universe continues its expansion According to him, the Universe is slowing down in its
and yet at present, it still is about a factor of 2 of the expansion- just as it was originally thought (Gefter,
vacuum energy density (which remains constant 2008). Here is a recent review on inhomogeneous
throughout the history of the Universe) which is why cosmology for further study: K. Bolejko & M. Korzynski
many Physicists believe Cosmological Constant requires (2017) .However, Dark Energy is the most widely
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lightweight. Every field has a potential component expansion history with much better precision (than
dependent on the value of field strength and a kinetic current 10%).
component which is dependent on how field strength
varies with time; so does quintessence. Quintessence is References
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Please cite this article as: Nirakar Sapkota & Binod Adhikari (2017). Dark Matter and Dark Energy: Mysteries of
the Universe. International Journal of Recent Research and Applied Studies, 4, 7(1), 1-13. 13
International Journal of Recent Research and Applied Studies, Volume 4, Issue 7 (1) July 2017