Nathan Waniorek
@nathanwaniorek.bsky.social
PhD student in applied math at UChicago. Working on inverse problems, data assimilation, and scientific machine learning.
https://sites.google.com/uchicago.edu/nathan-waniorek
https://sites.google.com/uchicago.edu/nathan-waniorek
The dog on the porch here is really really good
August 11, 2025 at 11:24 PM
The dog on the porch here is really really good
These results hold for the Navier-Stokes equation and the Lorenz systems. We also show that the EnKF remains accurate when using a machine learning surrogate model for the dynamics, provided the surrogate is sufficiently accurate where the filter doesn’t have observations. Check it out!
December 20, 2024 at 6:48 PM
These results hold for the Navier-Stokes equation and the Lorenz systems. We also show that the EnKF remains accurate when using a machine learning surrogate model for the dynamics, provided the surrogate is sufficiently accurate where the filter doesn’t have observations. Check it out!