by U-M MICDE | May 27, 2025
My work advances AI methods for modeling complex spatiotemporal dynamics to support trustworthy, data-driven decision-making, with primary applications in population health. Ongoing projects in my group include the development of physics-informed machine learning...
by U-M MICDE | May 13, 2025
Prof. Popa’s broad research interest is on controlling the propagation of mechanical and electromagnetic waves with smart complex structures to influence physical processes in prescribed ways, to image and gain new knowledge on the surrounding environment,...
by U-M MICDE | Apr 23, 2025
Prof. Allman is broadly interested in utilizing mathematical optimization, network theory, and machine learning to support efficient computational decision making for sustainable chemical systems. Specific research themes being pursued by the group are as follows:...
by U-M MICDE | Mar 22, 2025
Zhongming Liu is an Associate Professor and the Associate Department Chair of Graduate Programs in the Biomedical Engineering Department. His research connects neuroscience and artificial intelligence by developing AI models inspired by biological neural systems....
by U-M MICDE | Mar 21, 2025
Atul Prakash is a Professor and the Chair of the CSE Department. He works on the efficiency and robustness/security of machine learning systems and computer systems, more broadly. On the efficiency side, he and his group have been looking at data compression...
by U-M MICDE | Mar 12, 2025
Indika Rajapakse, PhD, is a Professor of Computational Medicine & Bioinformatics at Medical School, with a secondary appointment in Mathematics, College of Literature, Science, and the Arts at the University of Michigan, Ann Arbor. He is a member of the Smale...
by U-M MICDE | Jan 20, 2025
My research interest lies in the intersection of signal processing, data science, machine learning, and numerical optimization. In particular, I am interested in computational methods for learning low-complexity models from high-dimensional data. The current research...
by U-M MICDE | Dec 18, 2024
The overarching goal of my research is to develop innovative data science methodologies that enable responsive, optimal, and intelligent decision-making in manufacturing. My work focuses on three interconnected research thrusts: (1) online process control and...
by U-M MICDE | Oct 10, 2024
I am interested in interdisciplinary research at the intersection of condensed matter physics and photonics, leveraging advanced AI techniques to investigate these systems. My work focuses on the inverse design of topological photonic structures, where I develop...
by U-M MICDE | Oct 10, 2024
I’m working on stochastic optimization, nonlinear optimization, derivative-free optimization, constrained optimization, and machine learning.
