43 citations · 83 across the 21 of their papers we have counts for
5 papers · 1 filter
Learning to Simulate Aerosol Dynamics with Graph Neural Networks
Fabiana Ferracina, Payton Beeler, Mahantesh Halappanavar +3
Aerosol effects on climate, weather, and air quality depend on characteristics of individual particles, which are tremendously diverse and change in time. Particle-resolved models…
Box Filtration
Enrique Alvarado, Prashant Gupta, Bala Krishnamoorthy
We define a new framework that unifies the filtration and mapper approaches from TDA, and present efficient algorithms to compute it. Termed the box filtration of a PCD, we grow bo…
Predictive Analytics of Varieties of Potatoes
Fabiana Ferracina, Bala Krishnamoorthy, Mahantesh Halappanavar +2
We explore the application of machine learning algorithms specifically to enhance the selection process of Russet potato clones in breeding trials by predicting their suitability f…
Approximate Bipartite -Matching using Multiplicative Auction
Bhargav Samineni, S M Ferdous, Mahantesh Halappanavar +1
Given a bipartite graph with vertices and edges and a function , a -matching is a subset of edges such that every verte…
Structural Validation Of Synthetic Power Distribution Networks Using The Multiscale Flat Norm
Kostiantyn Lyman, Rounak Meyur, Bala Krishnamoorthy +1
We study the problem of comparing a pair of geometric networks that may not be similarly defined, i.e., when they do not have one-to-one correspondences between their nodes and edg…