Arjun Dadhwal

I’m a Computer Science PhD student at Tulane University, working as a Research Assistant under the supervision of Prof. Brian Summa.

My research interests include scientific visualization, topological data analysis (TDA), machine learning, and scientific super-resolution (SR).

My current work focuses on topology-aware methods for wind-field super-resolution. In particular, I am interested in how topological descriptors such as persistence diagrams and merge trees can be used to evaluate and improve neural reconstructions of scientific scalar fields.

Previously, I completed an accelerated 4+1 Master’s degree in Computer Science at Arizona State University, with a specialization in Artificial Intelligence, in May 2025.

I am also interested in research and internship opportunities for Summer 2027.