Profile of Paula Harder

Fields of Activities / Competences

  • Machine Learning for Climate Science
  • Physics Informed Machine learning
  • Adversarial Deep learning

 

Publications

Major Publications

  • Harder, P.; Jones, W.; Lguensat,  R.; Bouabid,  S.; Fulton, J.; Quesada-Chacón, D.; Marcolongo, A.; Stefanović,  S.; Rao, Y.; Manshausen,  P.; Watson-Parris, D..:
    NightVision: Generating Satellite Imagery from infra-Red Observations
    Neural information processing systems (NeurIPS 2020), Workshop Tackling Climate Change with AI
    Link to the publication
  • Harder, P.;  Kovács, B.:
    Error estimates for the Cahn-Hilliard equation with dynamic boundary conditions
    Link to the publication
  • Harder, P.; Pfreundt, F.-J.; Keuper, M.; Keuper, J.:
    SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain 
    International Joint Conference on Neural Networks (IJCNN) 2021
    Link to the publication