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HIGGS BOSON DETECTION USING MACHINE LEARNING

, Prof. Nilambari Narkar, Shantanu Shinde, , Pon Adityan Jeyamurgan, · International Journal of Engineering Applied Sciences and Technology · 2024

The Higgs boson is a cornerstone of modern particle physics, playing a crucial role in our understanding of the fundamental forces and particles that make up the universe. To comprehend its significance, let’s break down the concepts involved. Fundamentally, the Higgs boson is intimately connected to the Higgs field. The Higgs field is a theoretical framework proposed to permeate all of space, imbuing particles with mass as they interact with it. Imagine it as a sort of cosmic molasses through which particles move, and their interactions with this field give rise to their mass properties. This is a fundamental departure from earlier theories where mass was simply an intrinsic property of particles. The mass of a particle determines how it responds to forces. According to Newton’s second law, force equals mass times acceleration. So, a particle with more mass will accelerate less for a given force. This resistance to acceleration is what we typically think of as "mass." Crucially, not all particles possess mass. Photons, for example, are massless particles that travel at the speed of light and play a vital role in the electromagnetic force. However, many other particles, such as ele

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