3 papers
cs.CV2025
A machine learning approach for image classification in synthetic aperture RADAR
Romina Gaburro, Patrick Healy, Shraddha Naidu +1
We consider the problem in Synthetic Aperture RADAR (SAR) of identifying and classifying objects located on the ground by means of Convolutional Neural Networks (CNNs). Specificall…
math.NA2025
Electrical Impedance Tomography for Anisotropic Media: a Machine Learning Approach to Classify Inclusions
Romina Gaburro, Patrick Healy, Shraddha Naidu +1
We consider the problem in Electrical Impedance Tomography (EIT) of identifying one or multiple inclusions in a background-conducting body , from the knowledg…
math.AP2024
Singular solutions for complex second order elliptic equations and their application to time-harmonic diffuse optical tomography
Jason Curran, Romina Gaburro, Clifford Nolan
We construct singular solutions of a complex elliptic equation of second order, having an isolated singularity of any order. In particular, we extend results obtained for the real…