Saturday, 10 June 2023

Significance of Euler's Number

Math and Science is filled with various constants, each one with its own importance. One such constant of special significance is the Euler’s number denoted as “e”. It is named after Swiss mathematician Leonhard Euler. In this blog we will explore the reason behind its importance in Math.


Let us consider a population of bacteria in a petri dish. Let us assume that the population initially begins from a single bacterium and its population doubles every single day. After the first day you will have two bacteria, the next day four and then eight and so on. The population of the bacteria on any day can be given by :

                        
 where x is the number of days. This is actually called exponential growth model.

To further analyse growth of bacterial population, we can find rate of growth. The change of population between day 2 and 3 will be 4 (8 − 4). For day 3 and 4 is 8 (16 − 8). We can see that growth rate changes with time. This gives change in population between two days. So, for a person with no knowledge in calculus it will be easy to assume that rate of change is also 

But we know that this is not true. To find the instantaneous rate of change in the population let us assume an infinitesimally small quantity of time dt. Then the population change can be given by

By the property of exponentials this can be written as

value of the second term i.e., the term in the bracket will approach a constant value k which in this case is 0.6931….So, for a random exponential function 

the instantaneous change can be given as,

For a=3, k=1.0986….; a=4, k=1.3863…. and so on.

We can see that as value of ‘a’ increases k also increases and at some value of a between a=2 and a=3, the value of k becomes 1. For that number the rate of change of the function ‘y’ is same as the value of the function at that point. The number that satisfies this condition is defined as the Euler’s number. Euler’s number is irrational and is equal to 2.7183 (precision up to 4 digits). Also, the value of k is nothing but ln(a)  i.e., log to the base ‘e’ of ‘a’. To simplify this, it is nothing but the value at which

Euler’s number finds application in variety of fields. In economics and finance, it is useful in the concept of compound interests, growth of investments over time. It is used in population modelling. It emerges in the field of physics when describing radioactive decay, the charging and discharging of electrical circuits, and the behaviour of waves and oscillations.

Sunday, 14 May 2023

Stellar Lifecycle for noobs

   LIFECYCLE OF STAR

The bright little dots that illuminate our night sky, the large glowing body we see daily during the day are stars. Stars are hot spheres of gas that are held together by their own gravity. They emit immense amounts of heat and light by fusing two nuclei to form a bigger nucleus, a process known as nuclear fusion. Nuclear fission and fusion deserve a blog of its own and I will not discuss it here in detail. In layman’s terms, stars during the majority of its lifecycle fuse two hydrogen nuclei to make a single helium nucleus, a reaction that takes place in its core. As the star matures it runs out of hydrogen nuclei to fuse and it starts fusing heavier nuclei. This simple fact is what gives a lifecycle for stars.

Stars are born from an interstellar cloud of molecular dust known as stellar nebula. These are also known as stellar nurseries or star forming regions. This cloud begins to form local dense regions of sufficient mass which pulls in the rest of the dust and gas cloud towards it. As more and more mass piles up at the centre of this collection of gas and dust it heats up and this makes some fusion reactions possible. At this stage the star is in its infancy and it is called as a protostar. Protostars continue to gobble up more gas and dust from its parent cloud to grow, just like an infant would.

Now let’s meet what I would like to call as “wannabe stars” or “malnourished stars”. Also known as brown dwarfs, these are the protostars who didn’t feed enough gas and dust from their parent cloud. They don’t have adequate mass that would heat up its core just enough to sustain fusion of hydrogen molecules. But they have the capability of fusing heavier isotope of hydrogen called deuterium (Hydrogen with a neutron) into helium. This only goes on for a few million years before it runs out of deuterium. These stars glow very dimly, not because of nuclear reaction in its core but because of heat leftover from its formation. The gravitational collapse that forms a brown dwarf releases huge amounts of energy which gets trapped inside the brown dwarf and radiates into the vastness of space bit by bit. As it cools the glow gets dimmer and ultimately becomes infrared radiation.

When a star cumulates sufficient mass, it becomes a main sequence star. Main sequence stars are those which can fuse hydrogen nuclei in their core. Red dwarfs (M star) are smallest and coolest kind of main sequence stars. They are formed by protostars which accumulate barely minimum amount of mass (7-50 percent mass of the sun) to achieve sustained nuclear fusion of hydrogen. Seventy percent of stars in the universe are red dwarfs. They are very dim and cannot be observed with naked eye. Massive stars accumulate their helium in their cores but red dwarfs have convective currents that mix up its helium throughout. So, they burn up their hydrogen very slowly and have a prolonged life, so much so that they will be the last main sequence stars left before the universe dies. 

Further main sequence stars are classified as average stars (our sun) and massive stars. These stars unlike red dwarves accumulate helium (fusion product) in their cores. Average stars have about 0.5- 8 solar masses. Massive stars have mass above 8 solar masses. Massive stars fuse hydrogen quicker than average stars so generally have higher surface temperatures. The side effect of this is that massive stars have much shorter lifespan than average stars. Energy released by the fusion reaction in the core counters the gravitational force to keep the size of the star stable. 
            

Entering the next stage of life cycle, we have giant stars. As the star ages Helium builds up in the core of the star. But the star's does not have enough temperature to fuse helium nuclei. So, the star initially begins to shrink in size. But as it shrinks the insides start to heat up and a shell of unfused hydrogen nuclei around the core reaches the required temperature to begin fusing. The energy from this pushes the periphery of the star causing it to expand. This cycle continues for a few million years. Stars in this phase are called variable stars. At some point there is enough temperature to fuse heavier elements which releases tremendous amounts of energy which expands the star further and forms red giants, red super giants or hypergiants depending on the initial size of the main sequence star.

Eventually fusion reactions produce iron in the core of the star. It is not feasible for fusion to occur beyond Iron because it has the highest binding energy per nucleon and is the most stable nucleus. So, there will be no nuclei left to fuse in the stars core. There will be no energy produced by fusion to counteract the gravitational attraction. The star implodes and rebounds creating an explosion that can outshine entire galaxies, called supernova. Low mass stars after supernova forms white dwarfs which are incredibly dense and hot. They emit most of their radiation as ultraviolet radiation and visible light, making them some of the brightest objects in the sky. White dwarfs are also incredibly long-lived, with lifetimes of up to several billion years. This means that they will continue to shine and emit radiation and will gradually cool over time as they release their remaining heat energy.

Heavier stars after supernova form Neutron stars and black holes. A neutron star is a type of extremely compact star that is composed almost entirely of neutrons. The density of a neutron star cannot be comprehended by our minds. Density of a neutron star is equivalent to cramming the mass of the entire Sun into a sphere the size of a small city. A type of neutron stars called pulsars emit radiation along their magnetic poles. Black holes are even more dense than neutron stars. So much mass is crammed in an infinitesimally small area that it warps space-time to form a singularity. Singularities have infinite density. I will discuss about neutron stars and blackholes in detail in my future blogs. The supernova forms a planetary nebula which aids in the formation of next generation of stars. 











                 







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Friday, 28 April 2023

Cosmochemistry - Meteorites and Comets

 

Cosmochemistry- Meteorites and Comets

The matter we observe in this vast seemingly endless universe we live in is completely made of the elements we have all seen in the modern periodic table. Cosmochemistry is the subject that deals with the study of chemical makeup of the matter we find in the universe along with the processes that led to that specific composition. This discipline of science contributes a lot towards humanity's understanding of the universe, origin of universe and matter as we know it which is crucial for the advancement of the human civilization. The chief area of study in this subject are meteorites and comets.

Meteorites are pieces of extra-terrestrial rocks that have fallen to the Earth. These rocks are mostly remnants of asteroids or comets. Asteroids themselves are considered to be the remnants of the protoplanetary disk that didn’t form a planet. Cosmochemistry involves studying the chemical composition of these meteorites. This provides researchers insight about the conditions that existed in the solar nebula, the cloud of gas and dust that gave rise to the solar system which we are a part of.

Meteorites are broadly classified as – stony, stony-iron, iron. Stony meteorite are predominantly made up of silicate minerals and also known as chondrites. Iron meteorites also known as siderites are made up of mainly iron and nickel. As the name suggests stony iron meteorites or siderolites are made up of both silicates and iron/nickel. The composition of meteorites gives an idea about its origin. For example stony meteorites are thought to have originated from the outer regions of the solar nebula while iron meteorites are considered to be formed from the core of an asteroid. By studying the isotopic ratios of certain elements, researchers can determine the age of our solar system and about the process of formation of planets from protoplanets.

Comets are basically icy bodies composed of ice, dust and small rocks. They originate from the outer solar system. They have highly elliptical orbits which take them closer to the sun and then swing them back to far reaches of the solar system. Thanks to this eccentric orbit, when the comet reaches near the sun it glows and the cloud of gas it gives off forms a tail which we are able to witness clearly in the night sky. By studying the composition of this tail, we are able to study the chemical makeup of the comet and the processes that occur when it interacts with the solar wind.

Comets are remnants of the early solar system which are relatively untouched since their origin 4.5 billion years ago. By analyzing them we can learn about the conditions that prevailed in the outer solar system during the formation of planets. We are all aware about the prominent Halley’s comet, which is visible from earth every 76 years. It is named after Edmund Halley, who predicted its return based on observations of it made in 1531 and 1607. It is thought to have originated from the Kuiper Belt. Kuiper belt is a ring of icy objects around the sun beyond the orbit of Neptune, which is thought to be the source of many short period comets. The importance of studying comets can be understood by the efforts scientists put to study them, like the Rosetta and Philae mission. This mission involve landing a craft named Philae on comet Churyumov-Gerasimenko’s nucleus to collect data about the comets composition.

To conclude, Cosmochemistry is an interesting and crucial field of study that provides key information regarding the origin of the universe and the solar system. Main objectives of this field is to find the abundances of the elements in the solar system. Meteorites and comets are the keys to unlocking this information. By studying this scientists can gain vital information to answer the mysteries of our universe and origins of life on earth.

Significance of Euler's Number

Math and Science is filled with various constants, each one with its own importance. One such constant of special significance is the Euler’...