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Dr. Alexander Rodríguez

Scientific Machine Learning Trustworthy AI For Spatiotemporal Dynamics Epidemic Forecasting Uncertainty Quantification AI For Environmental Health
University of Michigan (Ann Arbor) Computer Science and Engineering

About

Alexander Rodríguez is an Assistant Professor of Computer Science and Engineering at the University of Michigan. He earned his Ph.D. in Computer Science from the Georgia Institute of Technology and leads research at the intersection of machine learning, time series analysis, scientific machine learning, and data mining. His work focuses on developing trustworthy AI methods for complex spatiotemporal dynamics with applications in public health, environmental health, and AI for science, including epidemic forecasting and uncertainty quantification. He has received several recognitions for his research and teaches advanced AI and data-driven modeling courses.

Research Performance Summary

34
Total Papers
1371
Total Citations
13
H-Index
2018-2026
Active Research Span

First Recorded Paper

Data-based Methodology for Mitigation Decision-making in Critical Infrastructure

Year: 2018

Citations: 2

Venue: IISE Annual Conference. Proceedings

Latest Recorded Paper

Differentiable Electrochemistry: A Paradigm Characterizing Physical Laws in Electrochemical Systems

Year: 2026

Citations: 0

Venue: ACS Energy Letters

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2025
8
2024
4
2023
5
2022
6
2021
4
2020
4
2018
2

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 16
Journal 1
Book 1

Top Coauthors

Rodríguez Prakash

Research Impact by Period

2025-2026

Period Stats
Papers 9
Citations 32
Avg. Citations / Paper 3.6
H-Index 4

2020-2024

Period Stats
Papers 23
Citations 1337
Avg. Citations / Paper 58.1
H-Index 13

2015-2019

Period Stats
Papers 2
Citations 2
Avg. Citations / Paper 1
H-Index 1

Contact and Professional Links

Contact Information

alrodri@umich.edu
7346470674

Detected Research Keywords

Time Series Forecasting Data Centric Epidemic Centric Epidemic Forecasting Informed Neural Networks International Workshop Epidemiology Workshop Epidemiology Meets Epidemiology Meets Data Meets Data Mining Data Mining Knowledge Mining Knowledge Discovery