Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond
- Naoki Abe
- Kathleen Buckingham
- et al.
- 2023
- KDD 2023
Publications
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251 results for Climate and Sustainability
Improving extreme weather generation and spatial variability of weather generators based on resampling using the Direct Sampling algorithm
- Jorge Luis Guevara Diaz
- Maria Julia De Castro Villafranca Garcia
- 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
Fragile Earth: AI for Climate Mitigation, Adaptation, and Environmental Justice
- Naoki Abe
- Kathleen Buckingham
- et al.
- 2022
- KDD 2022
Wealth Over Woe: Global Biases in Hydro-Hazard Research
- Lina Stein
- S. Karthik Mukkavilli
- et al.
- 2024
- Earth's Futur.
Positivity-preserving discontinuous spectral element methods for compressible multi-species flows
- W. Trojak
- Tarik Dzanic
- 2024
- Computers & Fluids
TensorBank: Tensor Lakehouse for Foundation Model Training
- Romeo Kienzler
- Johannes Schmude
- et al.
- 2023
- Big Data 2023
Hard-Constrained Deep Learning for Climate Downscaling
- Paula Harder
- Alex Hernandez-garcia
- et al.
- 2023
- JMLR
Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators
- Jorge Guevara
- Maria Garcia
- et al.
- 2023
- J. Adv. Model. Earth Syst.