Detecting Gravitational Waves using Deep Learning
What is a Gravitational Wave? Albert Einstein in his theory of relativity predicted the existence of gravitational waves. The general theory of relativity stated that the mass bends space-time curvature, creating gravity and space-time tells mass how to move. Space-time fabric is a four-dimensional quantity including the three normal dimensions and a fourth dimension of time! Consider Earth as a ball with a specific mass and space-time as an elastic sheet of rubber (or a trampoline). If we place Earth at the center of this sheet, then it will obviously bend the sheet creating a curvature. Now, place a smaller ball with less mass, and call it the Moon. If we place the moon on the sheet, then will not directly collide with the Earth, rather it will travel in rotational motion around the Earth, before colliding. This simple movement of the smaller ball (Moon) revolving around the larger ball (Earth) explains the formation of gravity. We all know, for any binary system in the universe, g