Bosch Group

Masterarbeit zur datengetriebenen Kraftvorhersage beim Rotationsschleifen in der Halbleiterindustrie (w/m/div.)

Bosch Group

Renningen · Posted Jul 27

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Master thesis project at Bosch in Renningen, Germany, focusing on data-driven power prediction for rotational grinding in the semiconductor industry. Analyze existing force modeling methods and investigate sequence-to-sequence regression on time-series data using ML frameworks (e.g., Symbolic Regression, Convolutional Neural Networks, and Mamba). Perform feature engineering, implement and train ML models for power forecasting, and evaluate using metrics such as RMSE, MAE, computational cost, and interpretability. Regularly document, present, and discuss results with the project team. Requires university enrollment and onsite presence; duration 6 months.

What they are looking for

Python Scikit-learn Tensorflow Pytorch Pandas

Details

Work type
Onsite
Remote eligible
No

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