Major Themes in Our Work
Energy Systems
We focus on next-generation energy storage solutions, investigating ion transport mechanisms and interface stability to enable higher energy density and safer batteries.
- CO2 Capture: Integrated electrochemical capture systems.
- Electrolyte Materials: Advanced solid-state and liquid electrolytes.
- Recycling: Sustainable approaches for battery material recovery.
Physics-Informed AI
Accelerating material discovery by combining fundamental physics with machine learning algorithms. We bridge the gap between theoretical modeling and experimental validation.
- Material Discovery: High-throughput screening via ML.
- Predictive Modeling: Degradation forecasting for energy devices.
- Data-Driven Design: Optimizing microstructure for performance.
Passive Thermal Management
Developing advanced materials for energy-efficient temperature control without external power input, addressing global challenges in food, water, and habitation.
- Food Preservation: Radiative cooling for supply chains.
- Sustainable Agriculture: Climate-adaptive greenhouse materials.
- Water Harvesting: Atmospheric water generation technologies.