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Integration of Mathematics in Engineering Education Using Artificial Intelligence Tools for Enhancing Learning Skills for Future Engineers
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Author(s): N. Kalaivani (Department of Mathematics, Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, India), Mahesh Ashok Mahant (Department of Computer Science and Engineering, Walchand Institute of Technology, Solapur, India), Bharathi S.N (Department of Mathematics, Government First Grade College, Vijayanagar, Bangalore), Rani Ramrao Patil (Department of Computer Application, Dr. D.Y. Patil School of Science and Technology, Pune, India)and S. Lakshmi (Department of Mathematics, PSGR Krishnammal Colllege for Women, Coimbatore, India)
Copyright: 2026
Pages: 26
Source title:
AI-Powered Educational Games and Simulations
Source Author(s)/Editor(s): Saima Munawar (Department of Computer Science and Information Technology, Virtual University of Pakistan, Pakistan)and Nasir Naveed (Department of Computer Science and Information Technology, Virtual University of Pakistan, Pakistan)
DOI: 10.4018/979-8-3373-0035-1.ch006
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Abstract
This chapter explains the role of mathematics in curricula in engineering and the role of AI tools in education for future engineers. Described is how, through the use of machine learning and adaptive learning technologies, AI-based platforms manage real-time learning with students of different proficiency levels. It illustrates the utilization of artificial intelligence to maintain the spirit of mathematics together with practical engineering issues. As a result, it is employed to illustrate how such a technology may enhance today's engineering practice with important aspects of cognition, problem-solving, and analysis. This approach introduces artificial intelligence-generated modelling, computer-based testing, and intelligent teaching systems that make a learner reach a particular standard of comprehending concepts in mathematics. It discusses the potential and challenges of incorporating AI-based tools into engineering education to adapt to technological advancements.
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