Katharina Rombach

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Ms Katharina Rombach


Contact Data



ETH Zürich
Katharina Rombach
Intelligente Instandhaltungssyst.
HIL  F 22.3
Stefano-Franscini-Platz 5
8093 Zürich

Organisations Student / Programme Doctorate at D-BAUG
Research Field

My research aims to predict the profile evolution of railway wheels. To monitor the condition of the wheel, several heterogeneous data sources are available. Therefore, I am particularly interested in the following central questions in multinodal learning: Firstly, how to identify relevant modalities based on the current wheel condition. Secondly, how and when to fuse different relevant modalities to learn relevant features for long-term predictions.

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