Faculty Research Pitch

The Faculty Research Pitch allows MIDAS faculty affiliates to talk about their research with a new research community. We want to help members of our very diverse research community (>650 affiliates from all U-M schools and colleges) build collaboration and connect with students and fellow University of Michigan researchers.

Several previous research pitches have sparked new collaborations that resulted in funding support such as our Propelling Original Data Science (PODS) grants.

To give a research pitch, presenters need to be a MIDAS-affiliated faculty member (for those who would like to join MIDAS to become an affiliate, fill out the application form).

We are excited to showcase your research and to help you make connections in our community and across other institutions.

For questions, please contact Shahana Chumki, MIDAS Research Manager, [email protected].

2025 Speakers

Abby Hutson
Assistant Research Scientist, Cooperative Institute for Great Lakes Research

Numerical modeling of weather and climate in the Great Lakes region to support local forecasting and long-term projection.

Angela Kohlenberg
Assistant Professor of Technology and Operations, Ross School of Business

Analysis of dynamic matching markets (e.g., ride-hailing, organ exchange) using queueing theory to understand impatience and system performance.

Ashu Tripathi
Director, UM-NPDC, Life Sciences Institute

Nanofabrication, photonics, and development of micro/nano devices for life sciences applications.

Christoforos Mavrogiannis
Assistant Professor of Robotics, College of Engineering

Human-robot interaction, multi-agent navigation, and building trust in autonomous systems.

Dae Woong Ham
Assistant Professor of Technology and Operations, Ross School of Business

Behavioral and data-driven operations management, with a focus on service systems and analytics.

Frank Hu
Assistant Research Scientist, BMSP, School of Dentistry

Molecular biology of periodontal pathogens, host-pathogen interactions, and microbial pathogenesis.

John K. Fink
Professor of Neurology, Michigan Medicine

Genetic and molecular mechanisms of hereditary spastic paraplegia and other inherited neurological disorders.

Kayte Spector-Bagdady
Associate Professor of Obstetrics and Gynecology, Medical School

Bioethics and health policy with a focus on informed consent, secondary use of data, and clinical research ethics.

Kazuhiro Saitou
Professor of Mechanical Engineering, College of Engineering

Design automation, smart and sustainable manufacturing, and lifecycle engineering.

Kevin C. Zhou
Assistant Professor of Biomedical Engineering, College of Engineering

AI and machine learning for medical imaging, diagnostic tools, and healthcare applications.

Lars Junghans
Associate Professor, Taubman College of Architecture and Urban Planning

Building technology, sustainable design, and energy-efficient architecture systems.

Lauro Ojeda
Research Scientist, Mechanical Engineering, College of Engineering

Inertial navigation, sensing systems, and biomechanics applications.

Muneesh Tewari
Professor of Internal Medicine, Medical School

Extracellular RNA biology, microRNAs as cancer biomarkers, and translational genomics.

Nicholas Henriksen
Professor of Spanish, College of Literature, Science, and the Arts

Spanish linguistics, sociophonetics, and studies of sound change in language.

Parth Vaishnav
Assistant Professor, School for Environment and Sustainability

Sustainable energy systems, life-cycle assessment, and climate change policy.

Q. Vera Liao
Associate Professor of Electrical Engineering and Computer Science, College of Engineering

Responsible AI, human-centered AI, transparency, and explainability of machine learning systems.

Ravi Allada
Professor and Executive Director, Michigan Neuroscience Institute

Molecular and neural mechanisms underlying circadian rhythms and sleep regulation.

Tina Lasisi
Assistant Professor of Ecology & Evolutionary Biology and Anthropology, College of Literature, Science, and the Arts

Image analysis, population genetics, complex trait modeling.

Xiaofan Liang
Assistant Professor of Urban and Regional Planning, Taubman College of Architecture and Urban Planing

Land use and social implications of social, mobility, and digital connectivity infrastructure in cities; Application of network and AI methods to urban planning.

Yunus Zeytuncu
Professor of Mathematics, UM-Dearborn

Mathematical analysis, complex variables, and harmonic analysis.

Past Speakers

Peter Adriaens
Professor of Civil and Environmental Engineering, College of Engineering

Data science tools for finance research.

Slides

Raed Al Kontar
Associate Professor of Industrial & Operations Engineering, College of Engineering

Data analytics and decision-making methodologies for connected products/systems.

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Saif Benjaafar
Professor of Industrial and Operations Engineering; College of Engineering, Co-Director of Tauber Institute for Global Operations

Sustainable operations and innovative business models.

Fan Bu
Assistant Professor of Biostatistics, School for Public Health

Bayesian and computational statistics for analyzing large-scale and complex data.

Slides

Srijita Das
Assistant Professor of Computer and Information Science (CIS), UM-Dearborn

Building sample-efficient machine learning models.

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Kamran Diba
Associate Professor of Anesthesiology, Michigan Medicine

Computational neuroscience of memory and the role of sleep.

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Dani Jones
Associate Research Scientist, Cooperative Institute for Great Lakes Research (CIGLR)

Data science and AI applications in physical limnology, weather forecasting, water cycle predictions, ecology, and observing system design

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David Kwabi
Assistant Professor of Mechanical Engineering, College of Engineering

Developing electrochemical devices for grid energy storage.

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Carol Menassa
Professor of Civil and Environmental Engineering, College of Engineering

Interconnections between human experience and the built environment.

Slides

Niccolo Meneghetti
Assistant Professor of Computer and Information Science (CIS), UM-Dearborn

Probabilistic databases, statistical relational learning and uncertain data management.

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Elle O’Brien
Lecturer IV & Research Investigator, School of Information

Scientific software development and generative AI code tools.

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Cyrus Omar
Assistant Professor of Computer Science and Engineering, College of Engineering

Designing modern user interfaces for modern programming languages.

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Brian Perron
Professor, School of Social Work

Services research for mental and substance use disorders.

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Shai Revzen
Associate Professor of Electrical Engineering and Computer Science, College of Engineering; Associate Professor of Ecology and Evolutionary Biology, College of Literature, Science, and the Arts

Biologically inspired robotics.

Slides

Suraj Rampure
Lecturer III of Computer Science and Engineering, College of Engineering

Equipping all students with modern data science skills.

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Alexander Rodríguez
Assistant Professor of Computer Science and Engineering, College of Engineering

Developing trustworthy AI systems for applications in environmental and community resilience and public health.

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Tomer Stern
Assistant Professor, School of Dentistry

Understanding morphogenesis using computational image analysis.

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Terra Sztain
Assistant Professor, College of Pharmacy

Computational models for allosteric inhibitor design and protein engineering.

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Elyse Thulin
Assistant Research Professor, School of Public Health

Technology-Facilitated Anonymous/Confidential Reporting Systems (TFRS).

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Angela Violi
Professor of Mechanical Engineering, College of Engineering

Molecular simulations and machine learning for nanoscience.

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Bingkai Wang
Assistant Professor of Biostatistics, School of Public Health

Causal inference for randomized clinical trials.

Slides

Qiong Yang
Associate Professor of Biophysics, College of Literature, Science, and the Arts

Biophysics for understanding complex stochastic cellular and developmental processes in embryos.

Slides

Bing Ye
Professor, Life Sciences Institute

Imaging and computational methods for analyzing neural activities.

Slides

Jiayu Zhou
Associate Professor, School of Information

Machine learning and AI for health informatics.

Slides

Elizabeth Bondi-Kelly
Assistant Professor of Computer Science and Engineering, College of Engineering

AI for social impact.

recording

Yan Chen 
Professor, School of Information

Causal inference, data science for social good, experiment design.

recording

Hui Deng
Professor of Physics, College of Literature, Science, and the Arts

Deep learning for nanophotonics applications.

recording

Anne Draelos
Assistant Professor of Biomedical Engineering and Computational Medicine and Bioinformatics, College of Engineering and Michigan Medicine

Real-time machine learning for adaptive neuroscience applications.

recording

Wei Hu
Assistant Professor of Computer Science and Engineering, College of Engineering

Deep Learning, Representation Learning, machine learning, optimization, theory.

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Hui Jiang
Professor of Biostatistics, School of Public Health

Bioinformatics, computational statistics, machine learning, optimization, statistical genomics.

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Sean Johnson
Assistant Professor of Astronomy, College of Literature, Science, and the Arts

Galaxy evolution, quasars, the circumgalactic medium, the intergalactic medium.

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Minji Kim
Assistant Professor of Computational Medicine and Bioinformatics, Michigan Medicine

Computational 3D genomics.

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P.C. Ku
Professor of Electrical and Computer Engineering, College of Engineering

Optoelectronic devices.

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Max Z. Li
Assistant Professor of Aerospace Engineering and Industrial and Operations Engineering, College of Engineering

Design, management, and optimization of air transportation systems.

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Cam McLeman
Associate Professor of Mathematics and Applied Sciences, College of Literature, Science, and the Arts

Graph-Based Methods, Machine Learning, Mathematical and Statistical Modeling, Networks, Statistics.

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Liang Qi
Associate Professor of Materials Science and Engineering, College of Engineering

Atomistic simulations, computational materials science, machine learning.

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Majdi Radaideh
Assistant Professor of Nuclear Engineering and Radiological Sciences, College of Engineering

Autonomous Control, Nuclear Reactor Design, Physics-informed Machine Learning, Uncertainty quantification, optimization.

recording

Shai Revzen
Associate Professor of Electrical Engineering and Computer Science, College of Engineering; Associate Professor of Ecology and Evolutionary Biology, College of Literature, Science, and the Arts

Biologically Inspired Robotics and Dynamical Systems.

recording

Stacy Rosenbaum
Assistant Professor of Anthropology, College of Literature, Science, and the Arts

Evolutionary causes and consequences of social behavior.

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Nishil Talati
Assistant Research Scientist, Computer Science and Engineering, College of Engineering

Hardware-software co-design for efficient and secure data analytics.

recording

Runzi Wang
Assistant Professor, School for Environment and Sustainability

Built environment, landscape architecture, machine learning, stormwater management, stream water quality, urban hydrology.

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Stella Yu
Professor of Computer Science and Engineering, College of Engineering

Representation learning with minimal supervision.

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Liang Zhao
Associated Research Scientist, Climate and Space Science and Engineering, College of Engineering

Solar wind plasma, heliophysics.

recording

Omar Ahmed
Assistant Professor of Psychology, College of Literature, Science, and the Arts

Recording and analysis of massive volumes of neural data to understand, predict and treat neuropsychiatric disorders.

slides

Raed Al Kontar
Assistant Professor of Industrial & Operations Engineering, College of Engineering

Federated and distributed data analytics.

slides

Karen Alofs
Assistant Professor, School for Environment and Sustainability

Fish ecology and environmental change using historical data, museum specimens, field surveys, lab experiments and models

slides

Dallas Card
Assistant Professor, School of Information

Natural language processing for historical understanding.

slides

Walter Dempsey
Assistant Professor of Biostatistics, School of Public Health

Data analytic methods in mobile and digital health.

slides

Ben Fish
Assistant Professor of Computer Science and Engineering, College of Engineering

Foundations of the social consequences of computing, particularly discrimination in machine learning.

slides

Edgar Franco Vivianco
Assistant Professor of Political Science, College of Literature, Science, and the Arts

Handwritten text recognition models to analyze a corpus of interactions of Latin American colonial documents with the objective to analyze interactions of indigenous communities with the colonial state, the strategies they employed to resist exploitation, and their engagement with the legal system.

slides

Ben Green
Assistant Professor, Ford School of Public Policy

Design and ethics of government algorithms, with a focus on algorithmic fairness, human-algorithm interactions, and AI regulation.

slides

Amie Gordon
Assistant Professor of Psychology, College of Literature, Science, and the Arts

Health and well-being in the context of close relationships utilizing experimental, observational, survey, dyadic, daily experience, longitudinal, and physiological methods.

slides

Xun Huan
Assistant Professor of Mechanical Engineering, College of Engineering

Methods and algorithms of Bayesian computation and their applications in the areas of engineering and healthcare.

slides

Rahul Ladhania
Assistant Professor, School of Public Health

Machine Learning for causal inference in behavior science and public health.

slides

Brian Lin
Assistant Research Scientist, University of Michigan Transportation Research Institute (UMTRI), College of Engineering

Using data-driven methods to explore driver and vulnerable road user’s behavior and interaction with automated vehicles.

slides

Anthony Million
Research Investigator, Inter-university Consortium for Political and Social Research (ICPSR), Institute for Social Research

Investigating if pre-registration systems need discipline-specific design features and what these features might be.

slides

Matthew VanEseltine
Assistant Research Scientist, Survey Research Center, Institute for Social Research

The science of science, team science, early careers in scientific research, gender and science, and open science with restricted data.

slides

Joshua Welch
Assistant Professor, Computational Medicine and Bioinformatics, Michigan Medicine

Machine learning for single-cell genomics.

slides

Paramveer Dhillon
Assistant Professor, School of Information

Recommendations for social good.

recording

Robin Fowler
Lecturer of Engineering Education Research and Technical Communication, College of Engineering

Using AI to help facilitate equitable and inclusive teamwork environments.

recording

Ayumi Fujisaki-Manome
Assistant Research Scientist, School for Environment and Sustainability

Supprting decision-making for a vital waterway in the Great Lakes by machine learning model-based lake ice for testing.

recording

Robert Manduca
Assistant Professor of Sociology, College of Literature, Science, and the Arts

Modeling urban economies and studying consumption patterns.

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Murali Mani
Professor of Computer Science, UM-Flint

Ethical recommendations.

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Nathan Martin
Associate Professor of Music Theory, School of Music, Theatre & Dance

Computational and empirical approaches to music theory.

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Elle O’Brien
Research Investigator, School of Information

Machine learning and managing complexity.

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Yulia Sevryugina
Senior Associate Librarian, Library Research – Science and Engineering, University Library

Trends in scholarly publishing.

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Anthony Vanky
Assistant Professor of Urban and Regional Planning, Taubman College of Architecture and Urban Planning

Can big data from digitally enabled online platforms reveal patterns of gentrification and demographic change?

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Xu Wang
Assistant Professor of Computer Science and Engineering, College of Engineering

Human-computer interaction, learning sciences, AI-augmented learning experience design, human-AI collaboration, medical education.

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Peter Adriaens
Professor of Civil and Environmental Engineering, College of Engineering

Digital finance and blockchain tokenization.

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Syagnik Banerjee
Professor of Management and Marketing, UM-Flint

Measuring social media manipulation.

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Albert Berahas
Assistant Professor of Industrial and Operations Engineering, College of Engineering

Fast, adaptive, scalable and robust algorithms for large scale nonlinear optimization.

recording

Lei Chen
Assistant Professor of Mechanical Engineering, UM-Dearborn

Physics-informed data-driven model for uncertainty quantification and reduction in metal additive manufacturing.

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Kevyn Collins-Thompson
Associate Professor, School of Information

AI and education.

recording

Ivo Dinov
Professor, School of Nursing

Mathmatical modeling, statistical computing, data analysis, and health analytics applications.

recording

Salar Fattahi
Assistant Professor of Industrial and Operations Engineering, College of Engineering

Galaxy evolution, quasars, the circumgalactic medium, the intergalactic medium.

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Fred Feng
Assistant Professor of Industrial and Manufacturing Systems Engineering, UM-Dearborn

Behavioral data analytics, human performance modeling, and human-machine interaction.

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Jaerock Kwon
Assistant Professor of Electrical and Computer Engineering, UM-Dearborn

Bio-inspired intelligent systems.

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Robert Manduca
Assistant Professor of Sociology, College of Literature, Science, and the Arts

Modeling urban economies, optimizing the air travel network, and consumption.

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Murali Mani
Professor of Computer Science, UM-Flint

Secure Query processing in the cloud using fully honomorphic encryption (FHE).

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Mark Van Oyen
Professor of Industrial and Operations Engineering, College of Engineering

Machine learning optimization for COVID-19 hospital operations.

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Atul Prakash
Professor of Computer Science and Engineering, College of Engineering

Robust machine learning.

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Greg Rybarczyk
Associate Professor of Geography and Planning and Environment, UM-Flint

Examining travel behaviors and “third spaces” within urban environments.

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Perry Samson
Professor of Climate and Space Sciences and Engineering, College of Engineering

Contextual linkaging for undergraduate education.

recording

Yulia Sevryugina
Senior Associate Librarian, Library Research – Science and Engineering, University Library

Trends in scholarly publishing.

recording