Research

Note that * denotes equal contribution.

Preprints

Sanity Checks for Agentic Data Science
Z. T. Rewolinski*, A. V. Zane*, H. Huang, C.Singh, C. Wang, J. Gao, B. Yu
Under Review, 2026+

Publications

Predictability–Computability–Stability Workflow for Veridical Data Science in the Age of Artificial Intelligence
Z. T. Rewolinski, B. Yu
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2026

Local MDI+: Local Feature Importances for Tree-Based Models
Z. Liang*, Z. T. Rewolinski*, A. Agarwal, T. Tang, B. Yu
Transactions on Machine Learning Research (TMLR), 2026

A Low-Rank Tensor Completion Approach for Imputing Functional Neuronal Data from Multiple Recordings
L. Zheng, Z. T. Rewolinski, G. I. Allen
IEEE Data Science and Learning Workshop (DSLW), 2022

Presentations

COVID-19 Policy Impacts on NO2, Ozone, and PM2.5 Levels in U.S. Cities
Y. Choi, H. Louh, D. Cohan, D. Kowal, Z. T. Rewolinski, A. Nguyen, J. Li, A. Dayan, A. Abbott
American Meteorological Society (AMS) Annual Meeting, Poster Presentation, 2021

Responses of human activity & in-situ & satellite-observed air quality in U.S. cities to the COVID pandemic
D. Cohan, D. Kowal, Y. Choi, J. Li, H. Louh, R. MacDonald, G. Meriano, A. Nguyen, L. Niu, Z. T. Rewolinski
American Geophysical Union (AGU) Fall Meeting, Oral Presentation, 2020

COVID-19 Policy Impacts on NO2, Ozone, and PM2.5 Levels in U.S. Cities
H. Louh, Y. Choi, J. Li, A. Nguyen, Z. T. Rewolinski, D. Kowal, D. Cohan
American Geophysical Union (AGU) Fall Meeting, Poster Presentation, 2020

Impacts of COVID-19 Pandemic on Activity and Emissions
Z. T. Rewolinski, J. Li, A. Nguyen, D. Cohan, D. Kowal
Community Modeling and Analysis Systems (CMAS) Conference, Oral Presentation, 2020

An Analysis of the Relationship Between Pitcher Size and UCL Tears
Z. T. Rewolinski
Society for American Baseball Research (SABR) National Convention, Poster Presentation, 2019
- Best Poster Award