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Zachary del Rosario
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Cited by
Year
Assessing the frontier: Active learning, model accuracy, and multi-objective candidate discovery and optimization
Z del Rosario, M Rupp, Y Kim, E Antono, J Link
The Journal of Chemical Physics 153 (2), 2020
562020
Data-driven dimensional analysis of heat transfer in irradiated particle-laden turbulent flow
L Jofre, ZR del Rosario, G Iaccarino
International Journal of Multiphase Flow 125, 103198, 2020
382020
Data-driven dimensional analysis: algorithms for unique and relevant dimensionless groups
PG Constantine, Z del Rosario, G Iaccarino
arXiv preprint arXiv:1708.04303, 2017
262017
Cutting the Double Loop: Theory and Algorithms for Reliability-Based Design Optimization with Parametric Uncertainty
Z del Rosario, RW Fenrich, G Iaccarino
International Journal for Numerical Methods in Engineering, 2019
192019
Many physical laws are ridge functions
PG Constantine, Z del Rosario, G Iaccarino
arXiv preprint arXiv:1605.07974, 2016
192016
Quantifying uncertainty in high-throughput density functional theory: A comparison of AFLOW, Materials Project, and OQMD
VI Hegde, CKH Borg, Z del Rosario, Y Kim, M Hutchinson, E Antono, ...
Physical Review Materials 7 (5), 053805, 2023
17*2023
Developing design insight through active subspaces
Z del Rosario, P Constantine, G Iaccarino
19th AIAA non-deterministic approaches conference, 1090, 2017
162017
Lurking variable detection via dimensional analysis
Z del Rosario, M Lee, G Iaccarino
SIAM/ASA Journal on Uncertainty Quantification 7 (1), 232-259, 2019
132019
When Are Allowables Conservative?
Z del Rosario, RW Fenrich, G Iaccarino
AIAA Journal 59 (5), 1760-1772, 2021
112021
Fast precision margin with the first-order reliability method
Z del Rosario, G Iaccarino, RW Fenrich
AIAA Journal 57 (11), 5042-5053, 2019
82019
A Qualitative Study of Engineering Students' Reasoning About Statistical Variability
R Aggarwal, M Flynn, S Daitzman, D Lam, ZR del Rosario
2021 Fall ASEE Middle Atlantic Section Meeting, 2021
42021
Grama: A Grammar of Model Analysis
Z del Rosario
The Journal of Open Source Software 5 (51), 2462, 2020
42020
Margin as Model: Some Answers to" How Many Tests Should I Perform?"
Z del Rosario, RW Fenrich, G Iaccarino
AIAA Aviation 2019 Forum, 3554, 2019
42019
Precision materials indices: Materials selection with statistically rigorous reliability analysis
Z del Rosario
AIAA Journal 60 (2), 578-586, 2022
32022
Precision margin : first-principles margins for aircraft design under uncertainty
Z del Rosario
Stanford University, 2020
32020
Beyond basis values: Fast precision margin with form
Z del Rosario, RW Fenrich, G Iaccarino
AIAA Scitech 2019 Forum, 0721, 2019
22019
Dimension Reduction for Shape Design Insight
Z del Rosario, A Towne, G Iaccarino
2018 AIAA Aerospace Sciences Meeting, 0274, 2018
22018
A Scoping Review of Engineering Textbooks to Quantify the Teaching of Uncertainty
K Vo, AJ Evans, S Madan, ZR del Rosario
2023 ASEE Annual Conference & Exposition, 2023
12023
An Open-Source Active Learning Curriculum for Data Science in Engineering
Z del Rosario
Journal of Open Source Education 5 (49), 2022
12022
Crafting a virtual studio: some models and implementations
ZR Del Rosario, R Aggarwal, CA Coffey, A Sadler, S Matsumoto, ...
2021 ASEE Virtual Annual Conference Content Access, 2021
12021
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