Hard-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Alex Hernandez-garcia
- et al.
- 2023
- JMLR
Publications
273 results for Climate and Sustainability
ClimateHub: Deep Search for Climate, Earth and Environmental Sciences
- Karthik Mukkavilli
- Thomas Brunschwiler
- et al.
- 2023
- AGU Fall 2023
Data Leakage in Applying Geospatial Foundation Models
- 2023
- AGU Fall 2023
Area Sampling for Training Geospatial Foundation Models
- 2023
- AGU Fall 2023
A 3D spatial self-attention module on a non-uniform vertical coordinate for super-resolution wind fields
- Takuya Kurihana
- Kyongmin Yeo
- et al.
- 2023
- AGU Fall 2023
Towards operational methane emission detection from oil and gas facilities through multi-modal sensing and advanced dispersion and atmospheric modeling
- Arash Fathi
- Joao Lucas de Sousa Almeida
- et al.
- 2023
- AGU Fall 2023
A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network
- Takuya Kurihana
- Kyongmin Yeo
- et al.
- 2023
- NeurIPS 2023
Symbolic Learning for Material Discovery
- Daniel Cunnington
- Flaviu Cipcigan
- et al.
- 2023
- NeurIPS 2023
Machine learning derived sub-seasonal to seasonal extremes
- 2023
- NeurIPS 2023
In-silico Polymer Generation using fine-tuned Regression Transformers with Open Reference Data
- Ronaldo Giro
- Hsiang Han Hsu
- et al.
- 2023
- MRS Fall Meeting 2023