publications

2023

  1. Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups
    Kilian Merkelbach, Steffen Schaper , Christian Diedrich , and 2 more authors
    Scientific Reports, 2023
  2. Salient Features for Longitudinal Patient Data using Deep Recurrent Autoencoders
    Kilian Merkelbach
    2023

2022

  1. HybridML: Open source platform for hybrid modeling
    Kilian Merkelbach, Artur M Schweidtmann , Younes Müller , and 6 more authors
    Computers & Chemical Engineering, 2022