Hard-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Alex Hernandez-garcia
- et al.
- 2023
- JMLR
Paper
Publications
7 results for Venkatesh Ramesh
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
- Qidong Yang
- Paula Harder
- et al.
- 2023
- ICLR 2023
Workshop paperPhysics-Constrained Deep Learning for Downscaling
- Paula Harder
- Venkatesh Ramesh
- et al.
- 2023
- EGU 2023
PosterGenerating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AGU Fall 2022
WorkshopPhysics-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Qidong Yang
- et al.
- 2022
- NeurIPS 2022
Workshop paperGenerating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- NeurIPS 2022
Workshop paperGenerating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AAAI-FS 2022
Workshop paper