58 citations · 129 across the 4 of their papers we have counts for
6 papers
Community-driven data science practices
Atilio Barreda, Carrie Diaz Eaton, Sam Hansen +11
Mathematics researchers are becoming more involved with research questions at the interface of data science and social justice. This type of research needs to be grounded in the ne…
Data science and social justice in the mathematics community
Quindel Jones, Andrés R. Vindas Meléndez, Ariana Mendible +5
Data science for social justice (DS4SJ) is data-scientific work that supports the liberation of oppressed and marginalized people. By nature, this work lies at the intersection of…
Data-driven Modeling of Two-Dimensional Detonation Wave Fronts
Ariana Mendible, Weston Lowrie, Steven L. Brunton +1
Historical experimental testing of high-altitude nuclear explosions (HANEs) are known to cause severe and detrimental effects to radio frequency signals and communications infrastr…
Data-driven Modeling of Rotating Detonation Waves
Ariana Mendible, James Koch, Henning Lange +2
The direct monitoring of a rotating detonation engine (RDE) combustion chamber has enabled the observation of combustion front dynamics that are composed of a number of co- and/or…
Dimensionality Reduction and Reduced Order Modeling for Traveling Wave Physics
Ariana Mendible, Steven L. Brunton, Aleksandr Y. Aravkin +2
We develop an unsupervised machine learning algorithm for the automated discovery and identification of traveling waves in spatio-temporal systems governed by partial differential…
Randomized Nonnegative Matrix Factorization
N. Benjamin Erichson, Ariana Mendible, Sophie Wihlborn +1
Nonnegative matrix factorization (NMF) is a powerful tool for data mining. However, the emergence of `big data' has severely challenged our ability to compute this fundamental deco…