Profile of Julia Burr

Competences

• Machine Learning
  
• Neural Networks
  
• Compressed Sensing
• Signal Analysis

Fields of Activity

• data analyses
  
• condition monitoring
  
• control of extrusion processes
   

Publications

• Sarishvili, A.; Menzel, F.; Adrian, B. und Burr, J.:
  Machine Learning for Predictive Maintenance in Production Environments.
  In: Franke, J.; Schöbel, A. (eds) Statistical Machine Learning for Engineering with Applications. Lecture Notes in Statistics, vol 227, 2024. Springer, Cham. https://doi.org/10.1007/978-3-031-66253-9_4
• Burr, J.: Inverse classification procedure using Restricted Boltzmann Machines and Compressed Sensing applied to an extrusion process, Master Thesis (2022)