1.2k citations
- Washington State UniversityUS8 papers
- Columbia UniversityUS3 papers
- Pacific Northwest National LaboratoryUS2 papers
- University of CambridgeGB2 papers
- University of Illinois ChicagoUS2 papers
- University of Illinois Urbana-ChampaignUS2 papers
- Abilene Christian UniversityUS1 paper
- Allergan (Ireland)IE1 paper
- American Institute for Economic ResearchUS1 paper
- American UniversityUS1 paper
- Andrews UniversityUS1 paper
- Arizona State UniversityUS1 paper
22 papers
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…
A Normalized Bottleneck Distance on Persistence Diagrams and Homology Preservation under Dimension Reduction
Nathan H. May, Bala Krishnamoorthy, Patrick Gambill
Persistence diagrams (PDs) are used as signatures of point cloud data. Two clouds of points can be compared using the bottleneck distance d_B between their PDs. A potential drawbac…
Message in a Bottle -- An Update to the Golden Record
Jonathan H. Jiang, Anamaria Berea, Heather Bowden +14
In this first part of our series, we delve into the foundational aspects of the "Message in a Bottle" (henceforth referred to as MIAB). This study stands as a continuation of the l…
Mapping and Validating a Point Neuron Model on Intel's Neuromorphic Hardware Loihi
Srijanie Dey, Alexander Dimitrov
Neuromorphic hardware is based on emulating the natural biological structure of the brain. Since its computational model is similar to standard neural models, it could serve as a c…
SFCDecomp: Multicriteria Optimized Tool Path Planning in 3D Printing using Space-Filling Curve Based Domain Decomposition
Prashant Gupta, Yiran Guo, Narasimha Boddeti +1
We explore efficient optimization of toolpaths based on multiple criteria for large instances of 3D printing problems. We first show that the minimum turn cost 3D printing problem…