CR
Cryospheric Sciences

Nils Bochow

Nils Bochow is a postdoc at the Alfred-Wegener Institute in Germany. He investigates the response of different Earth system elements with a focus on the cryosphere. He combines process-based and machine-learning based methods in his work. Contact Email: contact@nilsbochow.com

Using Generative Modelling to Downscale Climate Data for Ice Sheets

Using Generative Modelling to Downscale Climate Data for Ice Sheets

Greenland’s ice sheet holds enough water to raise global sea levels by over 7 meters, but predicting how much it will actually shrink remains challenging due to the massive computational cost of traditional models. Our latest research introduces machine learning-based downscaling that generates high-resolution climate fields orders of magnitude faster than conventional regional climate model ...[Read More]