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
Short paper
Publications
1994 results for Impact Science
A Reinforcement Learning Framework Built Within a SWAT Model Physical Environment to Inform Crop Management
- Fearghal O'Donncha
- Malvern Madondo
- et al.
- 2022
- AGU Fall 2022
Short paperImproving sub-seasonal to seasonal forecast using a time-series transformer
- Daniel Salles Civitarese
- Mohamed Akram Zaytar
- et al.
- 2022
- AGU Fall 2022
PosterA toolbox for weather and climate data discovery and extreme event analysis
- Zaheed Gaffoor
- Zubeida Patel
- et al.
- 2022
- AGU Fall 2022
PosterTowards Accelerated Discovery Services for Geospatio-temporal Foundation Models
- 2022
- AGU Fall 2022
PosterGenerating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AGU Fall 2022
WorkshopHierarchical Weather Generators: A Comparison of Different Design Structures on Precipitation Simulation Performance
- Chinedum Eluwa
- Campbell Watson
- et al.
- 2022
- AGU Fall 2022
WorkshopDecoding CAR T cell phenotype using combinatorial signaling motif libraries and machine learning
- Kyle Daniels
- Shangying Wang
- et al.
- 2022
- Science
PaperggMOB: Elucidation of genomic conjugative features and associated cargo genes across bacterial genera using genus-genus mobilization networks
- Gowri Nayar
- Ignacio Terrizzano
- et al.
- 2022
- Frontiers in Genetics
PaperKnowledge-Based News Event Analysis and Forecasting
- 2022
- EMNLP 2022
Invited talk