NP
Nonlinear Processes in Geosciences

Tobias Sebastian Finn

I’m a PostDoc at CEREA, École des Ponts, in France, and I’m part of the SASIP project (https://sasip-climate.github.io/). My main research is at the intersection of Earth system modelling and machine learning with a specific focus on data assimilation and probabilistic predictions.

NP Paper of the Month: “Representation learning with unconditional denoising diffusion models for dynamical systems”

NP Paper of the Month: “Representation learning with unconditional denoising diffusion models for dynamical systems”

About the revolution of generating butterflies Imagine the most vibrant butterfly you can conceive. Congratulations – you’ve just achieved what generative AI does! This technology can create images from simple text descriptions, revolutionising image generation. But as geoscientists, how can we use it to improve the prediction of chaotic system like our weather? How can it help us to discover prop ...[Read More]