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Data Mining

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 ...

Meng Wang

My research goal is to integrate diverse biomedical data, driving early disease detection, personalized interventions, and effective disease prevention. My lab is interested in developing novel computational and statistical methods to investigate the relationship between wearable sensor data, molecular profiles, and health outcomes in age-related heart and brain diseases, as well as mental health. We ...

Anne McNeil

Our research aims to address some of the world’s biggest challenges through chemical recycling of waste plastics, developing methods to capture microplastics, measuring microplastics in the environment, and designing redox-active molecules for energy storage applications. Accomplishments and Awards

Xiaosu (Frank) Hu

I'm excited about using machine learning and AI to better understand how the human brain works—and vice versa. I love exploring how we can use deep learning to decode brain signals and uncover patterns in things like pain or language processing. At the same time, I’m fascinated by how comparing brain activity with AI models ...

Hsing-Wen (Edward) Lin

As an observational astronomer, my primary research interests lie in the exploration and characterization of minor planets within and beyond our solar system. My work encompasses: Discovery of Distant Minor Planets: I actively engage in the search for distant minor planet populations that serve as a fossil record of our solar system. These remote bodies ...

Brendon Watson

I am a neuroscientist and psychiatrist with the goal of understanding brain mechanisms related to both neuropsychiatric disease and to healthy brain function. My approach use advanced neuroscientific tools that give insight into neural circuit function in relation behavior. I trained under Drs. Rafael Yuste and Gyorgy Buzsaki and have expertise in cortical and hippocampal ...

Ryan Baldridge

I am interested in the basic mechanisms of protein quality control systems at cellular membranes. I study how these systems select their substrates and aim to identify the cellular pathways regulated by them. These processes are important in pathologies related to cell stress, protein misfolding, and protein misregulation. Human illnesses linked to these problems include ...

Chenhui Shao

The overarching goal of my research is to develop innovative data science methodologies that enable responsive, optimal, and intelligent decision-making in manufacturing. My work focuses on three interconnected research thrusts: (1) online process control and non-destructive evaluation, (2) cost-effective, scalable, and generalizable machine learning, and (3) multi-modal data fusion. By integrating advanced data science tools ...

Devin Judge-Lord

My work employs a range of methods, with particular contributions in the field of text analysis. By building large open-source datasets and methods to analyze large volumes of political texts, I aim to expand the aspects of policymaking that are open to systematic study. Primarily, I develop methods for integrating human coding of texts with ...

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Affiliation Type

Methodologies

Applications

Mohamed Abouelenien

Associate Professor, College of Engineering and Computer Science

Eytan Adar

Associate Professor, School of InformationEECS, College of Engineering

Mahesh Agarwal

Associate Professor, Mathematics and Statistics, College of Arts, Sciences, and Letters

Carlos Aguilar

Assistant Professor, Biomedical Engineering

Alauddin Ahmed

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Raed Al Kontar

Associate Professor, Industrial and Operations Engineering, College of Engineering

Amal Alhosban

Associate Professor, Computer Science, College of Arts and Sciences

M. Reza Amini

Assistant Research Scientist, Naval Architecture and Marine Engineering

Sardar Ansari

Assistant Professor, Emergency Medicine