Hydroinformatics & Flood Simulation

Building digital twin systems for urban water infrastructure. Combining real-time sensor data, hydrological models, and geospatial visualization to create decision-support tools for flood risk management.

• Real-time hydrological modeling
• Geospatial data visualization
• Sensor-to-simulation pipelines
• Urban water digital twins

Spatial Computing & Extended Reality

Designing immersive interfaces for complex systems. Research spans VR/AR/MR interaction design, networked spatial computing, and the application of geometric algebra to efficient VR transformation handling.

• VR/AR interaction design
• Networked multi-user XR
• Geometric algebra for 3D
• Spatial computing architectures

AI & Machine Learning Systems

From reinforcement learning policy optimization to CNN-based surgical assessment, building ML systems that move beyond notebooks into production-grade deployment across diverse domains.

• Reinforcement learning
• Computer vision
• Spiking neural networks
• ML for wireless systems
• Production ML architecture

Digital Twins & IoT

Creating accurate virtual representations of physical systems for monitoring, prediction, and optimization. Integrating IoT sensor networks with simulation engines and intelligent visualization layers.

• Digital twin architecture
• IoT sensor integration
• Predictive modeling
• Edge computing

Wireless Communications

Research on intelligent reflecting surfaces, low-complexity signal processing schemes, and the application of digital twins and AI to next-generation wireless network optimization.

• Intelligent Reflecting Surfaces
• 5G/6G optimization
• Signal processing
• Network digital twins