Publications

266 results for Climate and Sustainability

Using Temporal Graph Neural Networks to Leverage High Fidelity Observation Data for Improving Generalizability of Hydrological Models
- - Raya Horesh
  - Muneeza Azmat
  - et al.
- 2022
- AGU Fall 2022
Improving sub-seasonal to seasonal forecast using a time-series transformer
- - Daniel Salles Civitarese
  - Mohamed Akram Zaytar
  - et al.
- 2022
- AGU Fall 2022
Towards Accelerated Discovery Services for Geospatio-temporal Foundation Models
- - Michiaki Tatsubori
  - Takao Moriyama
  - et al.
- 2022
- AGU Fall 2022
A toolbox for weather and climate data discovery and extreme event analysis
- - Zaheed Gaffoor
  - Zubeida Patel
  - 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
Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- - Paula Harder
  - Qidong Yang
  - 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
A Data-driven Discovery Pipeline for Flue Gas Separation Homopolymer Membranes
- - Hsianghan Hsu
  - Matteo Manica
  - et al.
- 2022
- MRS Fall Meeting 2022