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Systems

Vikas Parekh

I lead the UM-Health’s work on capacity management and patient flow including leading the development of our advanced capacity and operations command center, M2C2. My work focuses on using advanced data models, prediction models and AI to improve operational processes and flows in the hospital setting. In addition I study the impact of various capacity ...

Steven Ceron

My projects span from the micro-scale to the macro-scale. On the microrobotics side, I have microrobot swarms composed of 300-micron diameter magnetic disks in a fluid that can be actuated with an oscillating magnetic field. Our goal is to eventually use future versions of these microrobot swarms for biomedical applications, where groups of microrobots could ...

Kira Barton

The focus of the Barton Research Group lies at the intersection of smart manufacturing, robotics, and intelligent controls. Research in my group focuses on the development of cooperative and learning-based methods to harness information from complex systems to improve understanding and enhance the performance of these systems. Our research combines data-based learning with fundamental physics ...

Geoffrey Siwo

My research is driven by a strong belief that abstracting complex scientific problems into computational problems has the power to accelerate the speed of scientific discovery and change who, here and how scientific discoveries are made and translated into practical solutions. I apply this principle to integrate computational techniques such as machine learning and artificial ...

Jiasi Chen

One project my group worked on is cost-efficient use of large language models (LLMs). Recently, there has been a proliferation of LLMs by multiple providers, each with different inference accuracy, monetary cost, and latency. If a user has a finite monetary budget and wants to use LLMs to solve a series of problems, how should ...

Xinyu Wang

My areas of expertise include programming languages, formal methods, software engineering, artificial intelligence, including their applications in data systems and data science. For example, how to derive insights from large amount of data for decision making; how to automatically synthesize SQL queries from high-level specifications (such as examples, natural language, etc.); how to formally verify ...

Michael Lanham

All of my research and administrative projects have a component that focus on improving usability and decreasing burnout for healthcare providers. We have been able to develop and study several tools that use well-timed and well-designed clinical decision support to improve patient care and decrease risk for patients on high-risk medications. We have been fortunate ...

Mark Moldwin

I am the PI of NASA's Geospace Dynamics Constellation (GDC) Mission's NEMISIS magnetometer. GDC consists of six spacecraft to measure the energy flow from the magnetosphere to the ionosphere. This energy creates structure in the upper atmosphere that can disrupt communication and navigation signals, damage power grids, and decrease satellite lifetimes. My goal is to ...

Peter Seiler

I work in the area of robust control theory which focuses on the impact of model uncertainty on systems design. My research mainly focuses on the use of models for the design of control systems. This has applications to the design of autopilots on aircraft, the operation of wind turbines, and other engineered systems. The ...

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Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

Kira Barton

Professor, Mechanical Engineering

Steven Ceron

Assistant Professor of Robotics, College of Engineering

Jiasi Chen

Associate Professor of Electrical Engineering and Computer Science and Associate Professor of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, College of Engineering

Vladimir Dvorkin

Assistant Professor, Electrical Engineering and Computer Science, University of Michigan

Michael Lanham

Clinical Associate Professor of Learning Health Sciences, Clinical Associate Professor of Obstetrics and Gynecology and Associate Chief Medical Information Officer of Provider Builder Program, Medical School

Mark Moldwin

Arthur F Thurnau Professor, Professor of Climate and Space Sciences and Engineering, Director Academic Program, Undergraduate Education, College of Engineering and Director, Office of Postdoctoral Affairs, Rackham Graduate School

Vikas Parekh

Clinical Professor of Internal Medicine, Medical School

Associate Chief Medical Officer, University of Michigan Health

Peter Seiler

Associate Professor

Electrical Engineering and Computer Science