Personen

WIN-B | 1. WS 2025 | Mathematik 1 | IL

• Traffic Prediction of Real Network Traffic Data with LSTM Neural Networks
  The aim of this work is to make time series predictions for real network traffic data by using long short-term memory neural networks (LSTMs). The data used for this work was captured in an office...
  2024
• Detecting power outages in low-voltage networks from telecommunications networks data
  Equipping low-voltage networks with sensors to detect power outages would be a large effort; consequently, low-voltage networks usually do not contain sensors to detect power outages. When...
  2023
• Enhanced compressed sensing recovery of multi-patch system matrices in MPI
  In magnetic particle imaging, many applications require the time consuming measurement of a system matrix before<br/>image reconstruction. Reduction of measurement time can be achieved with the help...
  2020