Utilizing quantum machine learning for efficient drug discovery

Abstract

The goal of this research is to introduce the non-practicing reader to the new discipline of quantum machine learning, which merges the machine learning and quantum computing fields, as well as to the emerging topic of quantum mechanical learning. is. In order to provide you a deeper grasp of the most recent quantum machine learning approaches, this paper discusses quantum machine learning from the fundamentals of quantum logic to some specific quantum computing elements and algorithms. Then, utilizing the most recent quantum machine learning techniques, we discuss challenges with drug discovery and cover fundamental aspects of quantum machine learning, including in-depth explanations of some well-known algorithms.