Scholar
Alexander W. Dowling
Google Scholar ID: fDiIhvAAAAAJ
Department of Chemical and Biomolecular Engineering, University of Notre Dame
Optimization
Modeling
Data Science
Machine Learning
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Homepage
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Citations & Impact
All-time
Citations
2,112
H-index
23
i10-index
53
Publications
20
Co-authors
17
list available
Contact
Email
adowling@nd.edu
Twitter
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Publications
3 items
Optimal Experimental Design using Eigenvalue-Based Criteria with Pyomo.DoE
2026
Cited
0
BITS for GAPS: Bayesian Information-Theoretic Sampling for hierarchical GAussian Process Surrogates
2025
Cited
0
Quantum Annealing for Combinatorial Optimization: A Benchmarking Study
2025
Cited
0
Resume (English only)
Academic Achievements
- Recipient of the 2025 James A. Burns, C.S.C., Award
- Actively seeking outstanding undergraduate researchers, graduate students, and postdoctoral scholars to join the lab
Research Experience
- Leads a research team developing novel mathematical modeling and computational frameworks to advance energy technologies
- Particularly interested in paradigms for quantifying and propagating uncertainty through multiscale optimization problems
Education
The provided HTML content does not contain specific educational background information.
Background
- Research interests include uncertainty quantification, computational optimization, and molecular-to-systems engineering
- Specializes in the intersection of engineering, applied mathematics, and computational sciences
- Focuses on optimizing energy technologies across materials, devices, systems, and infrastructure through a multiscale perspective
Miscellany
- Offers research opportunities for students interested in mathematical modeling and computer programming
- Welcomes students from backgrounds in computer science, mathematics, statistics, economics, or any engineering discipline
Co-authors
17 total
Co-author 1
Lorenz Biegler
Carnegie Mellon University
Victor M Zavala
University of Wisconsin-Madison & Argonne National Laboratory
Co-author 4
Co-author 5
Tengfei Luo
Dorini Family Professor, MÖNSTER (MOlecular/Nano-Sacle Transport & Energy Research) Lab
Co-author 7
Yanliang Zhang
Professor, University of Notre Dame
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