Research in the Cluster

Research Areas

 

 

Innovation Fund Projects

 

 

Forschungsbereiche

 

 

Innovation Fund Projekte

 

 

Cluster Research Groups

 

 

Core Facilities

 

 

Cluster Arbeitsgruppen

 

 

Zentrale Einrichtungen

 

 

Our mission is to enable machine learning algorithms to take a central role in all aspects of scientific discovery and to understand how such a transformation will impact the scientific approach as a whole. We identified four Research Areas in which progress is urgently needed to advance the use of machine learning in science and fully realize its potential to open new perspectives for science:
1. Beyond prediction, towards understanding (Research Area A)
2. Managing uncertainty (Research Area B)
3. Interface between algorithms and scientists (Research Area C)
4. Philosophy and ethics of machine learning in science (Research Area D)

In addressing these questions, the members of the cluster work closely together with the newly established Cluster Reserach Groups (Professors, Junior Research Groups, Seniorprofessor), the scientists in our Innovation Fund Projects and members of our three Core Facilities (Ethics & Philosophy Lab, Transfer Center, Machine Learning Science Cloud).