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

Fraunhofer-Publica

Sammlung der Publikationen von Paula Harder in der Fraunhofer-Publica

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2023 Superresolution of Lunar Satellite Images for Enhanced Robotic Traverse Planning: Maximizing the Value of Existing Data Products for Space Robotics
Delgado-Centeno, Jaime I.; Harder, Paula; Bickel, Valentin Tertius; Moseley, Ben; Kalaitzis, Freddie; Ganju, Siddha; Olivares-Méndez, Miguel Angel
Zeitschriftenaufsatz
Journal Article
2022 Physics-Informed Learning of Aerosol Microphysics
Harder, Paula; Watson-Parris, Duncan; Stier, Philip; Straßel, Dominik; Gauger, Nicolas R.; Keuper, Janis
Paper
2022 Error estimates for the Cahn-Hilliard equation with dynamic boundary conditions
Harder, Paula; Kovács, B.
Zeitschriftenaufsatz
Journal Article
2022 ClimateBench v1.0: A Benchmark for Data-Driven Climate Projections
Watson-Parris, Duncan; Rao, Yuhan; Olivié, Dirk J.L.; Seland, Øyvind; Nowack, J. Peer; Camps-Valls, Gustau; Stier, Philip; Bouabid, Shahine; Dewey, M.; Fons, Emilie; Gonzalez, Joseph E.; Harder, Paula; Jeggle, K.; Lenhardt, J.; Manshausen, Peter; Novitasari, M.; Ricard, L.; Roesch, Carla
Zeitschriftenaufsatz
Journal Article
2021 SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
Harder, Paula; Pfreundt, Franz-Josef; Keuper, Margret; Keuper, Janis
Paper
2021 SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain
Harder, Paula; Pfreundt, Franz-Josef; Keuper, Margret; Keuper, Janis
Konferenzbeitrag
Conference Paper
2020 NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations
Harder, Paula; Jones, William; Lguensat, Redouane; Bouabid, Shahine; Fulton, James; Quesada-Chacón, Dánell; Marcolongo, Aris; Stefanovi?, Sofija; Rao, Yuhan; Manshausen, Peter; Watson-Parris, Duncan
Paper
2020 Error estimates for the Cahn-Hilliard equation with dynamic boundary conditions
Harder, Paula; Kovács, Balázs
Paper
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica