by U-M MICDE | Oct 2, 2023
My research focuses on Scientific Machine Learning and Uncertainty Quantification for complex systems in science, engineering, and biology. Primary focuses include Inverse Reinforcement Learning, Bayesian Inference and their applications cancer cell behavior study in...
by U-M MICDE | Sep 28, 2023
Computational and mathematical optimization to solve large-scale experimental design problems.
by U-M MICDE | Sep 27, 2023
Weaving enables us to create complex geometries with unique properties. Basketweaving, for example, can achieve stiff three-dimensional shapes by combining flexible fibers. I am developing computational models that can simulate woven geometries to understand how...
by U-M MICDE | Sep 22, 2023
My research goal is to understand computation in large-scale neural circuits through adaptive perturbations and real-time inference. My lab develops scalable and efficient machine learning algorithms to adaptively build models of neural and behavioral data online, and...
by U-M MICDE | Sep 5, 2023
Prof. Ganesh’s study fluid flow problems of relevance using state-of-the-art experimental techniques such as particle image velocimetry, particle tracking velocimetry, X-ray densitometry and X-ray computed tomography. Acquisition and processing of large noisy...
by U-M MICDE | Sep 5, 2023
Dr. Majdi Radaideh leads the AIMS lab (Artificial Intelligence and Multiphysics Simulations), which focuses on the intersection between reactor design, nuclear multiphysics modeling and simulation, advanced computational methods, and machine learning algorithms to...
by U-M MICDE | Sep 5, 2023
Prof. Venkat’s research is focusing on multi-scale differentiable computational simulations of electrochemical systems, machine learning guided optimization of energy materials, scientific foundation models and differentiable physical simulations.
by Eszter Haseli | Jun 2, 2023
As an expert in molecular imaging of single cell signaling in cancer, I develop integrated systems of molecular, cellular, optical, and custom image processing tools to extract rich data sets for biochemical and behavioral functions in living cells over minutes to...
by U-M MICDE | Nov 15, 2022
Ming Xu is an Professor in the School for Environment and Sustainability, and in the Department of Civil and Environmental Engineering. The focus of his research is to understand the interaction between industrial systems and the biophysical environment. His goal is...
by U-M MICDE | Nov 15, 2022
Angela Violi is a professor in the Department of Mechanical Engineering and an adjunct faculty member in Electrical Engineering and Computer Science, Chemical Engineering, Applied Physics, and Biophysics. The research Violi’s group focuses on is the application...
