You are here: Home / Communication / News archive / Establishment of an ML research group at DKRZ

Establishment of an ML research group at DKRZ

Feb 04, 2020

The rapid development of machine learning (ML) as one of the methods of artificial intelligence (AI) is becoming increasingly important in climate science and at the DKRZ. With the new research group "Climate Informatics and Technologies", headed by Dr. Christopher Kadow, DKRZ will create a special interface between climate and AI/ML research.

Modern ML methods for climate science should be researched on DKRZ’ supercomputer Mistral, transferred, further developed, and made available to the climate community. One focus is on merging with the modeling of the Earth system, e.g. to improve climate simulations, but also to reconstruct missing climate records.

On February, 26, 2020, Dr. Christopher Kadow is speaker at the MPI-M seminar on "Climate Informatics - New Driver in Climate Science: Artificial Intelligence". The event will take place at 1:30 p.m. in lecture hall H5 of the Geomatikum (Bundesstraße 43, Hamburg). Further information: here

Contact at DKRZ:
Dr. Christopher Kadow

Telephone: +49 40 460094-425

A new AI technology evolved in the new AI/ML group at DKRZ in Cooperation with NVIDIA and the Freie Universität Berlin. By training with climate model data, the CUDA accelerated convolutional neural network is able to reconstruct missing values of e.g. observations.

 

Document Actions