Dr.UDAYAKUMAR RAMANATHAN

About

Professor Dr. Udayakumar Ramanathan has over two decades of teaching experience and has successfully supervised 5 doctoral candidates. He is an active researcher with contributions in interdisciplinary areas of research and has an h-index of 30 and 3318 citations in Scopus. Furthermore, he is the Dean of Research at SRM institute of science and technology , KATTANGULATHUR, GREATER CHENNAI.

Employment

• SRM Institute of Science and Technology DEAN RESEARCH
  2025 - Present
• KALINGA UNIVERSITY DIRECTOR
  2024 - Present
• Kalinga University DEAN
  2022 - Present
• Bharath Institute of Higher Education and Research RESEARCH PROFESSOR
  2005 - 2023

Education

• Bharath Institute of Higher Education and Research M.S,M.PHIL,Ph.D
  2005 - Present
• Bharath Institute of Higher Education and Research Ph.D
  2005 - 2011

Projects & Funding

Projects & funding information is unavailable.

Publications (702)

• Adversarial Perturbation Defense Algorithms via Manifold Projections and Denoising
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/ijaiml.6.2s.2026.678-682
  +Save
• Autonomous Self-Refining Neural Systems For Continuous Learning In Real-Time Healthcare Monitoring Applications
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/IJAIML.6.5s.2026.882-889
  +Save
• Cross-Modal Intelligence Framework for Vision-Language Integration in Autonomous Driving Applications
  International Journal of Artificial Intelligence and Machine Learning 2026
  +Save
• Curvature-Aware Stochastic Gradient Descent Algorithms for Non-Convex Landscape Navigation
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/ijaiml.6.2s.2026.493-498
  +Save
• Evolving Memory-Based Intelligent Systems For Long-Term Knowledge Retention In Personalized Education Applications
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/ijaiml.6.5s.2026.614-621
  +Save
• Hardware Conscious Architecture Search Algorithms for Specialized AI Accelerators
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/ijaiml.6.2s.2026.419-425
  +Save
• Hyperparameter Landscape Smoothing Algorithms For Stable Training Of Gans
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/IJAIML.6.2s.2026.30-37
  +Save
• Memory Efficient Backpropagation Algorithms for Training Deep Networks on Edge Devices
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/ijaiml.6.2s.2026.438-444
  +Save
• Meta Optimizer Algorithms for Automated Fine-Tuning of Massive Multimodal Models
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/ijaiml.6.2s.2026.712-718
  +Save
• Multi Task Pareto Optimization Algorithms for Balanced Performance Across Diverse Objectives
  International Journal of Artificial Intelligence and Machine Learning 2026 DOI: 10.51483/IJAIML.6.2s.2026.134-141
  +Save