Generating physically-consistent high-resolution climate data with hard-constrained neural networks
- Paula Harder
- Qidong Yang
- et al.
- 2022
- AGU Fall 2022
Publications
301 results for Climate and Sustainability
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
Controllable Generation for Climate Modeling
- Moulik Choraria
- Daniela Szwarcman
- et al.
- 2022
- NeurIPS 2022
Data-Driven Reduced-Order Model for Atmospheric CO2 Dispersion
- Pedro Rocha
- Marcos Sebastião De Paula Gomes
- et al.
- 2022
- AAAI-FS 2022