Publication of Mrs. Manasa GV Kumar
Research Publications
• Thermodynamic-Aware Multi-Agent Reinforcement Learning with Predictive Load Shifting for Real-Time Power Optimization and Climate Control in Phase-Change Cold Storage Systems
• An Approach Towards Building an IoT-Based Smart Classroom
• A Blockchain-Based Decentralized Framework for Fair Data Processing
• Deep Neural Network Model for Automatic Disease Detection in Citrus Fruit and Leaves
• Renewable Energy Integration into Cloud & IoT-Based Smart Agriculture Patent
AI and IoT-Based Smart Agriculture Management System for Efficient Irrigation and Crop Monitoring Using Machine Learning Algorithms
Projects
• Seed Money Project (Approved): Smart Agriculture with AI for Crop Recommendation Using Weather & Soil Contents (Co-PI)
• KSCST Project (Applied): Renewable Energy Integration into Cloud & IoT-Based Smart Agriculture
• AI-Based Research Proposal – Research Team Member
FDPs
• Federated Learning for Secure and Privacy-Preserving AI (RIT)
• Recent Advancements in Data Intelligence & its Applications (JIT & VTU)
• Data Science-Driven Decision Support Systems for Cyber-Physical Environments (NCET)