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Systems

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 ...

Xiao Zhang

I am an Assistant Professor in the Department of Computer and Information Science at the University of Michigan-Dearborn, where I lead the Trustworthy AIoT Lab (TAI Lab). Before joining UM-Dearborn, I was a Postdoctoral Associate at Duke University. I obtained my Ph.D. degree in the Computer Science and Engineering at Michigan State University, my M.S. ...

Vladimir Dvorkin

My work focuses on decision-making models and algorithms for enhancing planning, operation, and pricing in electric power systems with substantial renewable energy integration and rising AI-driven electricity demand. This involves developing prescriptive analytics—such as decision-focused and physics-informed machine learning models—to manage grid uncertainties, building large-scale equilibrium models to analyze interactions among AI users in the ...

Patricia Alves-Oliveira

I lead Robot Studio, a Research lab in the Robotics Department of the University of Michigan. Our work is focused on democratizing health and arts with social robots. We develop human-centered robot systems that enhance the quality of life and that promotes creativity. Our lab is interdisciplinary, composed of researchers from computer science, engineering, information ...

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Methodologies

Applications

Patricia Alves-Oliveira

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

Peter Seiler

Associate Professor

Electrical Engineering and Computer Science

Xinyu Wang

Assistant Professor of Electrical Engineering and Computer Science, College of Engineering

Xiao Zhang

Assistant Professor, College of Computer and Information Science, University of Michigan-Dearborn