33 citations · 42 across the 4 of their papers we have counts for
4 papers
Online learning of eddy-viscosity and backscattering closures for geophysical turbulence using ensemble Kalman inversion
Yifei Guan, Pedram Hassanzadeh, Tapio Schneider +4
Different approaches to using data-driven methods for subgrid-scale closure modeling have emerged recently. Most of these approaches are data-hungry, and lack interpretability and…
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models
Lizao Li, Rob Carver, Ignacio Lopez-Gomez +2
Uncertainty quantification is crucial to decision-making. A prominent example is probabilistic forecasting in numerical weather prediction. The dominant approach to representing un…
Global Extreme Heat Forecasting Using Neural Weather Models
Ignacio Lopez-Gomez, Amy McGovern, Shreya Agrawal +1
Heat waves are projected to increase in frequency and severity with global warming. Improved warning systems would help reduce the associated loss of lives, wildfires, power disrup…
The Anthropocene by the Numbers: A Quantitative Snapshot of Humanity's Influence on the Planet
Griffin Chure, Rachel A. Banks, Avi I. Flamholz +6
The presence and action of humans on Earth has exerted a strong influence on the evolution of the planet over the past 10,000 years, the consequences of which are now bec…