Paula Harder - RankMe

21 papers B 1Journal 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reconstructing Carbon Monoxide Reanalysis with Machine Learning. CoRR Paula Harder, Johannes Flemming
2025	J	`jnl`	On Global Applicability and Location Transferability of Generative Deep Learning Models for Precipitation Downscaling. CoRR Paula Harder, Christian Lessig, Matthew Chantry, Francis Pelletier, David Rolnick
2025	J	`jnl`	RainShift: A Benchmark for Precipitation Downscaling Across Geographies. CoRR Paula Harder, Luca Schmidt, Francis Pelletier, Nicole Ludwig, Matthew Chantry, Christian Lessig, Alex Hernández-García, David Rolnick
2024	J	`jnl`	Climate Variable Downscaling with Conditional Normalizing Flows. CoRR Christina Winkler, Paula Harder, David Rolnick
2024	J	`jnl`	Evaluating the transferability potential of deep learning models for climate downscaling. CoRR Ayush Prasad, Paula Harder, Qidong Yang, Prasanna Sattegeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick
2024	J	`jnl`	Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling. J. Mach. Learn. Res. Qidong Yang, Alex Hernández-García, Paula Harder, Venkatesh Ramesh, Prasanna Sattigeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick
2024	J	`jnl`	Superresolution of Lunar Satellite Images for Enhanced Robotic Traverse Planning: Maximizing the Value of Existing Data Products for Space Robotics. IEEE Robotics Autom. Mag. Jose Ignacio Delgado-Centeno, Paula Harder, Valentin Tertius Bickel, Ben Moseley, Freddie Kalaitzis, Siddha Ganju, Miguel A. Olivares-Méndez
2023	J	`jnl`	Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling. CoRR Qidong Yang, Alex Hernández-García, Paula Harder, Venkatesh Ramesh, Prasanna Sattigeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick
2023	J	`jnl`	Hard-Constrained Deep Learning for Climate Downscaling. J. Mach. Learn. Res. Paula Harder, Alex Hernández-García, Venkatesh Ramesh, Qidong Yang, Prasanna Sattegeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick
2023	J	`jnl`	Multi-variable Hard Physical Constraints for Climate Model Downscaling. CoRR Jose González-Abad, Alex Hernández-García, Paula Harder, David Rolnick, José Manuel Gutiérrez Llorente
2022	J	`jnl`	Abstract error analysis for Cahn-Hilliard type equations with dynamic boundary conditions. CoRR Paula Harder
2022	J	`jnl`	Generating physically-consistent high-resolution climate data with hard-constrained neural networks. CoRR Paula Harder, Qidong Yang, Venkatesh Ramesh, Prasanna Sattigeri, Alex Hernández-García, Campbell D. Watson, Daniela Szwarcman, David S. Rolnick
2022	J	`jnl`	Identifying the Causes of Pyrocumulonimbus (PyroCb). CoRR Emiliano Díaz Salas-Porras, Kenza Tazi, Ashwin Braude, Daniel Okoh, Kara D. Lamb, Duncan Watson-Parris, Paula Harder, Nis Meinert
2022	J	`jnl`	Physics-Informed Learning of Aerosol Microphysics. CoRR Paula Harder, Duncan Watson-Parris, Philip Stier, Dominik Strassel, Nicolas R. Gauger, Janis Keuper
2022	J	`jnl`	Pyrocast: a Machine Learning Pipeline to Forecast Pyrocumulonimbus (PyroCb) Clouds. CoRR Kenza Tazi, Emiliano Díaz Salas-Porras, Ashwin Braude, Daniel Okoh, Kara D. Lamb, Duncan Watson-Parris, Paula Harder, Nis Meinert
2021	J	`jnl`	Detecting AutoAttack Perturbations in the Frequency Domain. CoRR Peter Lorenz, Paula Harder, Dominik Strassel, Margret Keuper, Janis Keuper
2021	J	`jnl`	Emulating Aerosol Microphysics with Machine Learning. CoRR Paula Harder, Duncan Watson-Parris, Dominik Strassel, Nicolas R. Gauger, Philip Stier, Janis Keuper
2021	B	`conf`	SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. IJCNN Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper
2021	J	`jnl`	SpectralDefense: Detecting Adversarial Attacks on CNNs in the Fourier Domain. CoRR Paula Harder, Franz-Josef Pfreundt, Margret Keuper, Janis Keuper
2020	J	`jnl`	Error estimates for the Cahn-Hilliard equation with dynamic boundary conditions. CoRR Paula Harder, Balázs Kovács
2020	J	`jnl`	NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations. CoRR 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