Title: To observe the long term variation of cloud properties and its impact on severe convection over Bangladesh using Quantum Machine Learning
Objectives:
To observe the seasonal distribution of cloud properties (Cloud Base Height, Cloud Cover, Cloud Fraction) in spatial and temporal formats using advanced Quantum Machine Learning techniques for enhanced pattern recognition and analysis.
To analyze the yearly trends of low, medium, and high cloud covers over Bangladesh by leveraging Quantum Machine Learning models to improve prediction accuracy and uncover complex relationships.
To develop and apply Quantum Machine Learning algorithms to assess the impact of long-term cloud property variations on severe convection events in Bangladesh.
Title: Design and Implementation of a Post-Quantum Cryptography-Enabled ePaper Authorization Portal: A Role-Based System for Secure and Tamper-Proof Document Verification in Bangladesh’s Transition to Paperless Governance
Objectives:
1. To design and develop a secure, role-based ePaper authorization portal that ensures tamper-proof digital documentation using post-quantum cryptography techniques.
2. To implement and evaluate a dual-mode document verification system (for both softcopy and hardcopy) that detects unauthorized alterations through metadata tracking, cryptographic QR codes, and AI-generated document summaries.