Research
INQUIRE laboratory pioneers cutting-edge research at the intersection of hardware, AI, and materials science to develop next-generation computing and sensing technologies through an interdisciplinary design approach spanning electronics, photonics, quantum science, and machine learning.
.b9c1046c.png&w=256&q=75)
Algorithm Development
Our Edge AI research focuses on developing AI algorithms and systems for autonomous and multi-agent systems that can operate independently and efficiently on resource-constrained environments such as Unmanned Aerial Vehicles (UAVs) and IoT devices.
.52448d4d.png&w=256&q=75)
Neuromorphic Computing
Our research explores the transformation from biological neural systems to engineered neural networks, with a focus on energy-efficient neuromorphic computing architectures.
Inverse Design for Scientific Discovery
Our inverse design research uses AI, optimization, and computational techniques to accelerate the discovery and optimization of new materials and systems with desired properties.
Our interdisciplinary research team collaborates across these domains to develop integrated solutions that leverage advances in hardware, algorithms, and materials to address complex challenges in computing, sensing, and control applications.