Indika Rajapakse
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...
Qing Qu
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...
Chenhui Shao
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...
Chaiti Bhagawat
Chaiti is a first year PhD student. She is interested in how remote sensing can be used to provide useful decision-making information for smallholder farmers in India, taking into account the various socioeconomic and climatic challenges they face. She has a...
Zekai Zhang
My research centers on understanding and advancing deep neural networks through optimization, low-dimensional modeling and other first principles. Recently I’m interested in diffusion models and multimodal LLMs, as well as their potential applications in scientific...
Sandeep Pradhan
The potential for quantum computers (QC) to solve complex problems exponentially faster than classical computers promises revolutionary advancements in data analysis, optimization, and encryption. Many problems fundamental to the disciplines of significance to society...
Gideon Rothschild
Dr. Gideon Rothschild is an Assistant Professor in the Department of Psychology, the Kresge Hearing Research Institute and the Michigan Neuroscience Institute. He received his undergraduate degree in Computer Science and Computational Biology from the Hebrew...
Scott Mahlke
Mahlke’s research focuses on novel methods for designing energy-efficient high performance computer systems. Hardware-software codesign is used to create specialized computer systems that are customized to application domains or even individual applications....