- Apply machine learning techniques to signal processing problems, such as image and speech recognition.
- Investigate advanced control strategies for efficient integration of renewable energy sources into smart grids,
- Investigate novel materials and devices for optical communication and signal processing.
- Investigate methods for enhancing the stability and reliability of power systems.
- Investigate applications in smart cities, autonomous vehicles, and industrial automation.
- Develop advanced machine learning algorithms for complex pattern recognition.
- Investigate the explainability and interpretability of deep learning models.
- Explore novel techniques for sentiment analysis and emotion recognition in text.
- Develop advanced NLP models for understanding context and discourse.
- Investigate methods for robust object detection and tracking in real-world scenarios.
- Develop advanced control algorithms for robotic systems.
- Investigate human-robot collaboration and swarm robotics for industrial applications.
- Explore advanced computational fluid dynamics (CFD) for complex flow simulations.
- Investigate advanced structural materials for high-performance applications.
- Explore methods for vibration control and damping in mechanical systems.
- Explore strategies for designing and activating public spaces to enhance social interaction, community engagement, and overall quality of life.
