Marten Lienen

Technical University of Munich
Department of Informatics - I26
Boltzmannstr. 3
85748 Garching b. München
Germany

Room: 00.11.063
E-Mail: marten.lienen [at] in.tum.de

web: martenlienen.com
github: martenlienen
twitter: martenlienen

Interests

• Machine Learning in Simulations
• Computational Science + Machine Learning
• Principled Machine Learning

Publications

• Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks
  Marten Lienen, Stephan Günnemann
  International Conference on Learning Representations (ICLR), 2022
  [Paper] [Code]

You can find a complete list on my Google Scholar profile.

Background

• 2018 - 2019: Development Specialist in Autonomous Driving, BMW
• 2015 - 2017: M.Sc. in Computer Science, Technical University of Munich, awarded with high distinction
• 2012 - 2015: B.Sc. in Computer Science,  Heinrich Heine University Düsseldorf