Aravinth Krishnan Ravi

I'm a mathematics PhD student at Kansas State University, where I am fortunate to be advised by Dr. Dinh-Liem Nguyen. I am currently a visiting scholar at Nanyang Technological University, Singapore, working with Dr. Yongcun Song on optimization-informed neural networks.

I develop deep learning algorithms to solve inverse problems, most often those arising from wave propagation, though my work extends to domains as well.

Previously, I received my undergrad degree from Nanyang Technological University. I am interested in practical implementations as well as theory, and have spent time at Institute for Infocomm Research, A*Star, Singapore.

Email  /  CV  /  Github  /  LinkedIn  /  Google Scholar

Malta photo 1 Photo 1 Malta photo 2

Publications

  1. A. Ghanaatian, A. K. Ravi, J. Stallbaumer, H. V. S. Lam, A. Rudenko, L. Greenman, N. Albin, D. Caragea, and D. Rolles. Neural Network Based Molecular Structure Retrieval from Coulomb Explosion Imaging Data . Journal of Chemical Physics, 2026.

Talks

  1. The 12th International Conference Inverse Problems: Modeling and Simulation Conference, Malta. Summer 2026. [Invited]
  2. 15th Ohio River Analysis Meeting, University of Kentucky. Spring 2026.
  3. 10th Annual Meeting, SIAM Central States Section, University of Arkansas. Fall 2025. [Invited]
  4. International Mathematics and Statistics Student Research Symposium (Virtual). Spring 2025.
  5. American Mathematical Society (AMS) Central Sectional Meeting, University of Kansas. Spring 2025.
  6. 9th Annual Meeting, SIAM Central States Section, University of Missouri-Kansas City. Fall 2024. [Invited]

Teaching

Elementary Differential Equations
Spring Mathematical Modelling Seminar
Applied Matrix Theory
Calculus I


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