JUA AI

Current & Past Projects | | Links: Jua Website

JUA AI

Building weather model building own data sources (~40TB) and training deep learning (Fourier and Graph Neural Networks) algorithms. We claim unseen resolutions: 1x1km global / 48 hours / 5 minute timesteps

Jua is introducing deep learning into the weather model market and applications: jua website

My Work

  • Literature review and models prototyping and testing (graph, Fourier Neural Operator NNets and GAN’s)
  • Data engineering and modelling
  • Model training on distributed GPU’s (~40 TB).

Production

Model is ran at unseen resolution: 1x1km global / 48 hours / 5 minute timesteps

Publication

A publication where I am second author is currently under review in American Meteorological Society.