Profile of Paula Harder

Fields of Activity/Competence

• Machine Learning für Klimamodelle
• 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 zur Publikation
• Harder, P.;  Kovács, B.:
  Error estimates for the Cahn-Hilliard equation with dynamic boundary conditions
  Link zu Publikation 
  
• 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 zur Publikation