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Paula Harder
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 13
Top Topics
Climate Data
Machine Learning
Fourier Domain
Navier Stokes Equations
Top Venues
CoRR
IJCNN
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Publications
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Qidong Yang
,
Alex Hernández-García
,
Paula Harder
,
Venkatesh Ramesh
,
Prasanna Sattigeri
,
Daniela Szwarcman
,
Campbell D. Watson
,
David Rolnick
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling.
CoRR
(2023)
Jose González-Abad
,
Alex Hernández-García
,
Paula Harder
,
David Rolnick
,
José Manuel Gutiérrez Llorente
Multi-variable Hard Physical Constraints for Climate Model Downscaling.
CoRR
(2023)
Paula Harder
,
Duncan Watson-Parris
,
Philip Stier
,
Dominik Strassel
,
Nicolas R. Gauger
,
Janis Keuper
Physics-Informed Learning of Aerosol Microphysics.
CoRR
(2022)
Emiliano Díaz Salas-Porras
,
Kenza Tazi
,
Ashwin Braude
,
Daniel Okoh
,
Kara D. Lamb
,
Duncan Watson-Parris
,
Paula Harder
,
Nis Meinert
Identifying the Causes of Pyrocumulonimbus (PyroCb).
CoRR
(2022)
Kenza Tazi
,
Emiliano Díaz Salas-Porras
,
Ashwin Braude
,
Daniel Okoh
,
Kara D. Lamb
,
Duncan Watson-Parris
,
Paula Harder
,
Nis Meinert
Pyrocast: a Machine Learning Pipeline to Forecast Pyrocumulonimbus (PyroCb) Clouds.
CoRR
(2022)
Paula Harder
,
Qidong Yang
,
Venkatesh Ramesh
,
Prasanna Sattigeri
,
Alex Hernández-García
,
Campbell D. Watson
,
Daniela Szwarcman
,
David S. Rolnick
Generating physically-consistent high-resolution climate data with hard-constrained neural networks.
CoRR
(2022)
Paula Harder
Abstract error analysis for Cahn-Hilliard type equations with dynamic boundary conditions.
CoRR
(2022)
Paula Harder
,
Duncan Watson-Parris
,
Dominik Strassel
,
Nicolas R. Gauger
,
Philip Stier
,
Janis Keuper
Emulating Aerosol Microphysics with Machine Learning.
CoRR
(2021)
Paula Harder
,
Franz-Josef Pfreundt
,
Margret Keuper
,
Janis Keuper
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain.
IJCNN
(2021)
Paula Harder
,
Franz-Josef Pfreundt
,
Margret Keuper
,
Janis Keuper
SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain.
CoRR
(2021)
Peter Lorenz
,
Paula Harder
,
Dominik Strassel
,
Margret Keuper
,
Janis Keuper
Detecting AutoAttack Perturbations in the Frequency Domain.
CoRR
(2021)
Paula Harder
,
Balázs Kovács
Error estimates for the Cahn-Hilliard equation with dynamic boundary conditions.
CoRR
(2020)
Paula Harder
,
William K. Jones
,
Redouane Lguensat
,
Shahine Bouabid
,
James Fulton
,
Dánell Quesada-Chacón
,
Aris Marcolongo
,
Sofija Stefanovic
,
Yuhan Rao
,
Peter Manshausen
,
Duncan Watson-Parris
NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations.
CoRR
(2020)