Akhil Sadam

Akhil Sadam

Undergraduate researcher

Hi! I currently work on reduced order weather prediction (via neural operators). I’m interested in PINNs, L-Conv (Lie Groups), and other parametrized approaches that learn the smallest possible, arbitary resolution network. Usually these nets are promising surrogates or inverters for MCMC (markov-chain-monte-carlo) physics simulations. For fun, I enjoy creating procedural worlds/games, and compose music.

Interests
  • Deep Learning Surrogates
  • Inverse Problems
  • Uncertainty Quantification
  • Generative Modeling
Education
  • B.S. Computational Engineering, 2024 (University of Texas at Austin)