Student Participation at the International Conference on Mathematical Sciences and Computational Intelligence

20th - 22nd February 2026

First-year B. Tech studentsfrom Dronacharya College of Engineering, Gurugram, proudly represented their institution at the International Conference on Mathematical Sciences and Computational Intelligence, held at P.G.D.A.V. College, University of Delhi, from20^th - 22^ndFebruary 2026. The conference was organized in association with the Faculty of Mathematical Sciences, University of Delhi (Departments of Computer Science, Mathematics, Operational Research, and Statistics), along with IIT Mandi and NIT Uttarakhand.

A total of seven students participated in this prestigious international event. Five students -Abhishek Dixit, Aarushi Bisht, Navya Raghav, Manjeet, and Yugadi Rajput - presented their research papers, while Gaurav Kumar and Dev Sharma attended the conference as participants. All students were guided by Dr. Nimisha Yadav and Prof. Dixita Barua, whose mentorship played a crucial role in their academic and research development.

The conference served as a dynamic platform for researchers, academicians, and industry experts to discuss recent advancements in mathematical modelling, computational techniques, artificial intelligence, and their interdisciplinary applications. Students actively contributed to these discussions by presenting research across diverse themes, showcasing the practical relevance of mathematical sciences and computational intelligence in solving contemporary challenges.

All research papers were developed under the expert supervision of Prof. Dixita Barua and Dr. Nimisha Yadav. Their guidance ensured strong research orientation, methodological rigor, and analytical depth in the students’ work. The presented studies reflected an interdisciplinary approach, integrating areas such as data analytics, machine learning, blockchain technology, and IoT systems, with a focus on innovation and real-world problem-solving.

The students demonstrated commendable confidence and research competence while presenting their work. They effectively communicated complex concepts, engaged in scholarly discussions, and responded thoughtfully to queries from international experts. This experience significantly enhanced their academic exposure and contributed to global research dialogue.

The conference also provided valuable opportunities for students to interact with researchers from diverse backgrounds, fostering collaborative learning, critical thinking, and awareness of emerging global research trends.

The individual research contributions are highlighted below:

• Abhishek Dixit presented “Mathematical Foundation of Deep Learning: Insights into Optimization and Generalization,” focusing on key mathematical principles governing deep learning models, particularly optimization and generalization.
• Navya Raghav presented “Blockchain-Based Secure Data Management Framework for IoT Applications,” emphasizing secure and decentralized data handling in IoT environments.
• Manjeet presented “Role of Data Analytics in Cost Optimization of Engineering Processes,” highlighting the application of data-driven techniques for improving efficiency and reducing operational costs.
• Aarushi Bisht presented “Conceptual Study of AI and Machine Learning from a Mathematical Perspective,” exploring the mathematical foundations of artificial intelligence and machine learning algorithms.
• Yugadi Rajput presented “IoT-Based Smart Monitoring System Using Machine Learning for Predictive Analysis,” focusing on integrating machine learning with IoT for intelligent monitoring and predictive decision-making.

Overall, the participation of students exemplifies the institution’s commitment to promoting research excellence, interdisciplinary learning, and global academic engagement.