Physics-Constrained Deep Learning for Downscaling
- Paula Harder
- Venkatesh Ramesh
- et al.
- 2023
- EGU 2023
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36 results for Campbell Watson
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation
- Michal Muszynski
- Levente Klein
- et al.
- 2024
- KDD 2024
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AAAI-FS 2022
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation
- 2020
- ISC 2020
Hard-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Alex Hernandez-garcia
- et al.
- 2023
- JMLR
AI Foundation Models for Weather and Climate: Applications, Design and Implementation
- Karthik Mukkavilli
- Daniel Salles Civitarese
- et al.
- 2023
- arXiv