Improving sub-seasonal to seasonal forecast using a time-series transformer
- Daniel Salles Civitarese
- Mohamed Akram Zaytar
- et al.
- 2022
- AGU Fall 2022
Publications
303 results for Climate and Sustainability
A toolbox for weather and climate data discovery and extreme event analysis
- Zaheed Gaffoor
- Zubeida Patel
- et al.
- 2022
- AGU Fall 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AGU Fall 2022
Hierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation Performance
- Chinedum Eluwa
- Campbell Watson
- et al.
- 2022
- AGU Fall 2022
Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training
- Ashish Mittal
- Durga Sivasubramaniam
- et al.
- 2022
- EMNLP 2022
Automated Artificial-intelligence Inverse Design of Polymer Membranes for CO2 Capture and Separation
- Ronaldo Giro
- Hsianghan Hsu
- et al.
- 2022
- MRS Fall Meeting 2022
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer Membranes
- Hsianghan Hsu
- Matteo Manica
- et al.
- 2022
- MRS Fall Meeting 2022
Physics-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Qidong Yang
- et al.
- 2022
- NeurIPS 2022
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- NeurIPS 2022
Direct Sampling for extreme weather generation
- Jorge Luis Guevara Diaz
- Bianca Zadrozny
- et al.
- 2022
- NeurIPS 2022