publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Deep Learning Reveals Structural Patterns in Fast Radio Burst Data
    Rohan Arni
    In 2025 Phenomenology Symposium, May 2025
  2. brownian-motion.gif
    Physics-Informed Neural Networks with Fourier Features and Attention-Driven Decoding
    Rohan Arni and Carlos Blanco
    In NeurIPS 2025 AI for Science Workshop, Sep 2025
  3. Using Deep Learning for Robust Classification of Fast Radio Bursts
    Rohan Arni, Carlos Blanco, and Anirudh Prabhu
    Nov 2025
    Submitted to Journal of Cosmology and Astroparticle Physics

2024

  1. wave-mechanics.gif
    Searching for Dark Photon Production Using Genetic Algorithms
    Rohan Arni
    In 2024 TeV Particle Astrophysics Conference, Aug 2024