Zobrazeno 1 - 10
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pro vyhledávání: '"del Rosario, Zachary"'
Autor:
Hegde, Vinay I., Borg, Christopher K. H., del Rosario, Zachary, Kim, Yoolhee, Hutchinson, Maxwell, Antono, Erin, Ling, Julia, Saxe, Paul, Saal, James E., Meredig, Bryce
A central challenge in high throughput density functional theory (HT-DFT) calculations is selecting a combination of input parameters and post-processing techniques that can be used across all materials classes, while also managing accuracy-cost trad
Externí odkaz:
http://arxiv.org/abs/2007.01988
Discovering novel materials can be greatly accelerated by iterative machine learning-informed proposal of candidates---active learning. However, standard \emph{global-scope error} metrics for model quality are not predictive of discovery performance,
Externí odkaz:
http://arxiv.org/abs/1911.03224
Statistical uncertainties complicate engineering design -- confounding regulated design approaches, and degrading the performance of reliability efforts. The simplest means to tackle this uncertainty is double loop simulation; a nested Monte Carlo me
Externí odkaz:
http://arxiv.org/abs/1806.00048
Lurking variables represent hidden information, and preclude a full understanding of phenomena of interest. Detection is usually based on serendipity -- visual detection of unexplained, systematic variation. However, these approaches are doomed to fa
Externí odkaz:
http://arxiv.org/abs/1711.03918
Classical dimensional analysis has two limitations: (i) the computed dimensionless groups are not unique, and (ii) the analysis does not measure relative importance of the dimensionless groups. We propose two algorithms for estimating unique and rele
Externí odkaz:
http://arxiv.org/abs/1708.04303
Autor:
del Rosario, Zachary Riggins1
Publikováno v:
Proceedings of the ASEE Annual Conference & Exposition. 2023, p1-31. 31p.
A ridge function is a function of several variables that is constant along certain directions in its domain. Using classical dimensional analysis, we show that many physical laws are ridge functions; this fact yields insight into the structure of phy
Externí odkaz:
http://arxiv.org/abs/1605.07974
Publikováno v:
In International Journal of Multiphase Flow April 2020 125
Akademický článek
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Autor:
del Rosario, Zachary
Slides used in interview protocol
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4b1fd7f9782268392aeacb4554e0ca67