Data-driven Realization of State-space Dynamical Systems via Low-complexity Algorithms
NSF-supported research on data-driven and efficient realization of dynamical systems.
Research Projects
Research programs connecting mathematical structure, computational efficiency and interdisciplinary engineering applications.
SWIFT: AI-based Sensing for Improved Resiliency via Spectral Adaptation with Lifelong Learning
Collaborative research combining AI, sensing and spectral adaptation for resilient systems.
Distributed Learning for Undergraduate Programs in Data Science at Diverse Universities
A multi-institution data science education initiative supporting distributed learning.
Swarms of Unmanned Aircraft Systems in the Age of AI/Machine Learning
Research mentoring and interdisciplinary work involving AI/ML and unmanned aircraft systems.
Wideband Multi-Beam Antenna Arrays
Low-complexity algorithms and analog-CMOS implementations for wideband multi-beam antenna arrays.
Novel Efficient and Stable Algorithms for Ionospheric Simulations
Efficient and numerically stable methods for scientific simulation.