Application of Machine Learning and Deep Learning in High Energy Phenomenology
Date
2022-05-18
Authors
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Journal ISSN
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Publisher
Department of Physics
Abstract
Artificial intelligence has vast applications in every field and it certainly has a lot of an
application in the field of high-energy phenomenology. In this, we are going to explain how we
can use machine learning and deep learning applications in computing important parameter
regions and exploring the parameter space of new models. First, we will discuss deep learning
models and machine learning algorithms in detail and then we will apply our knowledge to some
basic models and then subsequently discuss their role in the high-energy phenomenology. We
will also see how some of the applications that we can explore in physics and how can be
applied.