Computer Science and Engineering
Applied Computer Science (Artificial Intelligence, Deep Learning, Machine Learning, Internet of Things, Data Science, Large Language Models, Pattern Recognition), Natural Language Processing, Theoretical Computer Science (Algorithms), Next-Generation Communication, Time Series Analysis, Autonomous Vehicles, Computer Vision, Drone Communication, Ad hoc Networks, Wireless Communication, Post-Quantum Encryption, Intelligent Transportation Systems, Edge/Fog Computing, Cloud Computing, Edge Intelligence, Soft Computing and Optimization, Cooperative Communication, Cognitive Radios, Signal, Image, and Video Processing, Medical Image Processing, Audio Processing, Real-time Processing Hardware Design, Multispectral and Hyperspectral Remote Sensing Image Analysis, Quantum Cryptography, Service Orchestration in the Computing Continuum, Complex Network Dynamics with Generative AI, Spectral Graph Theory, Blockchain, Quantum Network Science.
Mathematics and Computing
Geometry of Banach Spaces, Computational Geometry, Geometric Approximation Algorithms, Algorithmic Graph Theory, Linear Operators, Differential Equations, Fractional Differential Equations, Controllability, Stability Theory, Stability Analysis, Control Theory, Complex Systems, Network Analysis, Computational Fluid Dynamics, Numerical Analysis, Linear and Nonlinear Optimization, Optimization on Manifolds and its Applications, Nonsmooth Analysis, Mathematical Modeling.
Note: Research topics are not limited to the above-mentioned thrust areas and can be decided based on the mutual interest of the guide and the Ph.D. scholar.