David Gerdes
I study the Solar System’s small-body populations, objects that are cosmic leftovers from the protoplanetesimal disk from which the Earth and the other planets formed. These populations range from near-Earth asteroids, to the main asteroid belt between Mars and Jupiter, to more distant populations such as Jupiter and Neptune Trojans, Kuiper Belt objects, and beyond. ...
Efe Yamac Yarbasi
Dr. Yarbasi’s expertise lies in uncertainty quantification for complex systems, verification and validation (V&V) processes, robotics, energy systems modeling within smart building infrastructures, and systems engineering. Prior to joining U-M, he collaborated extensively with government and industry on a range of projects, including the development of a surgical endoscopy robot and the energy optimization of ...
David Kwabi
We study and develop electrochemical devices containing organic materials for applications in grid energy storage and chemical separations (e.g., CO2 capture and nitrogen recovery). A critical aspect of our work involves discerning the impact of chemical reactions as well as mass and charge transport processes on device-level performance metrics. To accomplish this goal, we often ...
Angela Violi
The Violi Lab carries out cross-disciplinary research at the intersection of nanoscience and data science. By integrating machine learning techniques with molecular simulations, the team strives to unravel fundamental scientific principles while tackling practical problems in material science, healthcare, and environmental sustainability. Their methodological toolkit encompasses various cutting-edge approaches: active learning and Bayesian experimental design ...
Cheng Li
My research focuses on developing advanced numerical models and computational tools to enhance our understanding and prediction capabilities for both terrestrial and extraterrestrial climate systems. By leveraging the power of data science, I aim to unravel the complexities of atmospheric dynamics and climate processes on Earth, as well as on other planets such as Mars, ...
Dani Jones
Dani Jones’ research program drives CIGLR’s portfolio of research in data science, machine learning, and artificial intelligence, as applied to physical limnology, weather forecasting, water cycle predictions, ecology, and observing system design. This research program aims is to advance societal adaptations to the effects of climate change, including flooding of coasts, rivers, and cities. Dani’s ...
Alauddin Ahmed
My core research expertise involves developing and employing a wide array of computational methods to discover, design, and characterize materials and systems that address critical challenges in energy and the environment. These methods span from stochastic techniques to molecular dynamics, density functional theory, quantum chemistry, and data science. Beyond contributing fundamental design principles for high-performing ...
Edward Lin
Dr. Lin conducts research on the physical and orbital characteristics of minor planets within the solar system, including asteroids and Kuiper belt objects. His methodologies involve astrometry, photometry, and spectroscopy. Additionally, he employs large astronomical sky survey data and designs custom surveys to sample specific populations of minor planets for the purpose of establishing population ...
Anne McNeil
Our research is aimed at addressing some of the world’s biggest challenges through chemical recycling or upcycling of waste plastics, developing methods to capture microplastics, measuring microplastics in the environment, and designing redox active molecules for energy storage applications. What is your most interesting project? Synthetic polymers have an enormous impact on our lives, yet ...
Venkat Viswanathan
Research on computational modeling of energy materials design and optimization 1) I led this large research project on developing machine-learning guided materials discovery demonstrating speed-up of over 80% over traditional methods. 2) My research group runs a popular Scientific Machine Learning webinar series: https://micde.umich.edu/news-events/sciml-webinar-series/
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Mojtaba Akhavan-Tafti
Research Faculty, CLaSP
Mark Allison
Associate Professor, Computer Science, Engineering and Physics
M. Reza Amini
Assistant Research Scientist, Naval Architecture and Marine Engineering
Camille Avestruz
Assistant Professor, Physics, LSA
Anthony Bloch
Alexander Ziwet Collegiate Professor, Mathematics, LSA
Eunshin Byon
Associate Professor, Industrial and Operations Engineering, College of EngineeringCivil and Environmental Engineering, College of Engineering
Tim Cernak
Assistant Professor, Medicinal Chemistry, College of Pharmacy Chemistry, LSA Graduate Program in Chemical Biology
Charu Chandra
Professor, Decision Sciences and Supply Chain Management, College of Business
Xiuli Chao
Professor, Industrial & Operations Engineering College of Engineering