Artificial Intelligence

Xiao Zhang

（1） HoloCube is an innovative optical wireless communication (OWC) system designed to enable 3D Internet of Things (IoT) connectivity using software-defined optical camera communication and the Pepper’s Ghost effect. Unlike conventional OWC systems that treat the transmitter as a point source, HoloCube employs virtual 3D hollow cubes with adaptive Spatial-Color Shift Keying (SCSK) modulation. These ...

Patricia Alves-Oliveira

Patricia Alves-Oliveira is a researcher and designer focused on the intersection of human-robot interaction, creativity, and artificial intelligence. With a background in psychology, robotics, and cognitive science, she explores how robots can serve as social companions and enhance human creativity. Her work often combines empirical research with innovative design, aiming to create robots that foster ...

Jiaqi Li

Dr. Jiaqi Li’s research interests include industrial decarbonization of materials, such as concrete and hydrogen, for civil and energy infrastructure through the use and generation of renewable energy and carbon capture, utilization, and storage. His research uses in-house experimental results to validate modelling work and uses machine learning tools such as regression, clustering, network analysis, ...

Steven Wilson

I have always been interested in technology and people and even switched between majoring in psychology and computer science during my undergraduate studies. During graduate school, for the first time, I had the chance to blend these interests with an interdisciplinary research project on computational approaches to modeling personal values as expressed in language. That ...

Xiaofan Liang

Project 1: The process of identifying vacant, abandoned, and disinvested properties is challenging for cities that want to acquire them for redevelopment. In [a paper](https://journals.sagepub.com/eprint/4PZVYRJYYYE3UKG7IBGJ/full), my team created a human-in-the-loop machine learning (HITLML) model and apply it to a parcel-level case study in Savannah, Georgia. We found that Human-in-the-loop ML (HITLML) exceeds the standard ML ...

Chris Teplovs

My research focuses on leveraging language models to enable concurrent, embedded and transformative assessment processes for learners and their educational journeys. Traditional assessment approaches are primarily summative, placing students in high-pressure exam situations that may not accurately reflect their abilities or learning progression. These assessments tend to follow a “one size fits all” model, neglecting ...

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 ...

Jiayu Zhou

My main research activities address the fundamental challenges of machine learning when applied to real-world applications. My research theme is to develop generalizable, scalable, interpretable, and privacy-preserving approaches that can effectively mine insights from big data and validate and incorporate such insights in application domains, especially health informatics. My long-term research vision is to achieve ...

Lin Ma

My research interests lie in the intersection of database management systems (DBMSs) and machine learning (ML), especially using ML/AI techniques to automate database administration/tuning to remove human impediments.

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Steven Abney

Associate Professor, Linguistics, LSA School of Information EECS, College of Engineering (Courtesy)

Yasser Aboelkassem

Assistant Professor, College of Innovation and Technology

Mohamed Abouelenien

Associate Professor, College of Engineering and Computer Science

Peter Adriaens

Professor, Civil and Environmental Engineering, College of Engineering Ross School of Business School for Environment and Sustainability

Omar Jamil Ahmed

Assistant Professor, Psychology

Alauddin Ahmed

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Jacob Allgeier

Associate Professor, Department of Ecology and Evolutionary Biology

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

M. Reza Amini

Assistant Research Scientist, Naval Architecture and Marine Engineering