Current Appointments & Affiliations
Assistant Research Professor of Computer Science
·
2023 - Present
Computer Science,
Trinity College of Arts & Sciences
Recent Publications
Topological and geometric signatures of brain network dynamics in Alzheimer's disease.
Journal Article Alzheimer's & dementia : the journal of the Alzheimer's Association · August 2025 IntroductionThis study explores magnetic resonance imaging (MRI) as a promising non-invasive approach to monitor Alzheimer's disease (AD) and related dementias. We investigate whether dynamic functional connectivity (dFC), which captures time-vary ... Full text CiteFunctional Connectomes of Neural Networks
Conference Proceedings of the Aaai Conference on Artificial Intelligence · April 11, 2025 The human brain is a complex system, and understanding its mechanisms has been a long-standing challenge in neuroscience. The study of the functional connectome, which maps the functional connections between different brain regions, has provided valuable i ... Full text CiteTOPOLOGICAL LEARNING FOR BRAIN NETWORKS.
Journal Article The annals of applied statistics · March 2023 This paper proposes a novel topological learning framework that integrates networks of different sizes and topology through persistent homology. Such challenging task is made possible through the introduction of a computationally efficient topological loss ... Full text CiteEducation
University of Wisconsin, Madison ·
2023
Ph.D.