I’m interested in the intersection of mathematics, computer science, physics, and biology, particularly using computational modeling to understand complex systems. My work with Wolfram Language has explored neuronal dynamics, reaction-diffusion systems, cellular automata, and quantum machine learning.

Outside of computational science, I’m deeply involved in mathematics education and outreach. I also perform across Western classical, Carnatic, and Hindustani music, playing violin, tabla, and mridangam.

I enjoy using computation to explore questions that sit between disciplines and sharing what I learn with others.

Publications:

1. Bridging biological neurons and AI: excitability, Hopf bifurcations, and sparsity in FHN [Wolfram Community, STAFF PICKS, April 6, 2026] - https://community.wolfram.com/groups/-/m/t/3674654

2. A Cellular Automaton Airspace: Emergent Congestion from Local Routing Under Moving Weather [Wolfram Community, STAFF PICKS, February 3, 2026] - https://community.wolfram.com/groups/-/m/t/3632429

3. Reaction-Diffusion on Discrete Lattices: Pattern Formation and Spectral Analysis [Wolfram Community, STAFF PICKS, December 31, 2025] - https://community.wolfram.com/groups/-/m/t/3599588

4. Learning Feature Importance for Quantum Noise Classification with Multilayer Perceptrons (MLP) [Wolfram Community, December 4, 2025] - https://community.wolfram.com/groups/-/m/t/3589102

GitHub: https://github.com/Guhanst9