3 papers
physics.comp-ph2025
Dependence of Microstructure Classification Accuracy on Crystallographic Data Representation
Shrunal Pothagoni, Dylan Miley, Tyrus Berry +2
Convolutional neural networks are increasingly being used to analyze and classify material microstructures, motivated by the possibility that they will be able to identify relevant…
eess.IV2025
Classification of Histopathology Slides with Persistent Homology Convolutions
Shrunal Pothagoni, Benjamin Schweinhart
Convolutional neural networks (CNNs) are a standard tool for computer vision tasks such as image classification. However, typical model architectures may result in the loss of topo…
math.AC2021
Cohen-Macaulay test ideals over rings of finite and countable Cohen-Macaulay type
Julian Benali, Shrunal Pothagoni, Rebecca R. G.
The third named author and Pérez proved that under certain conditions the test ideal of a module closure agrees with the trace ideal of the module closure. We use this fact to comp…