activity
20192025
most citedInductive biases in deep learning models for weather prediction

15 citations · 51 across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 10 cited

A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction

Matthias Karlbauer, Sebastian Otte, Hendrik P. A. Lensch +3

We introduce a distributed spatio-temporal artificial neural network architecture (DISTANA). It encodes mesh nodes using recurrent, neural prediction kernels (PKs), while neural tr…