A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network
- Takuya Kurihana
- Kyongmin Yeo
- et al.
- 2023
- NeurIPS 2023
Publications
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251 results for Climate and Sustainability
Controllable Generation for Climate Modeling
- Moulik Choraria
- Daniela Szwarcman
- et al.
- 2022
- NeurIPS 2022
Surrogate Ensemble Forecasting for Dynamic Climate Impact Models
- Julian Kuehnert
- Deborah MCGlynn
- et al.
- 2022
- ICLR 2022
Prediction of CO2 Adsorption in Nano-Pores with Graph Neural Networks
- GUOJING CONG
- Anshul Gupta
- et al.
- 2022
- AAAI 2022
Improved Drought Forecasting Using Surrogate Quantile And Shape (SQUASH) Loss
- Devyani Lambhate
- Smit Marvaniya
- et al.
- 2021
- NeurIPS 2021
Long-Range Seasonal Forecasting of 2m Temperature with Machine Learning
- Etienne Eben Vos
- Ashley Daniel Gritzman
- et al.
- 2020
- NeurIPS 2020
Monitoring the Impact of Wildfires on Tree Species with Deep Learning
- Wang Zhou
- Levente Klein
- 2020
- NeurIPS 2020
Investigating two super-resolution methods for downscaling precipitation: ESRGAN and CAR
- Campbell Watson
- Chulin Wang
- et al.
- 2020
- NeurIPS 2020
Machine Learning Approaches to Safeguarding Continuous Water Supply in the Arid and Semi-arid Lands of Northern Kenya
- Fred Otieno
- Timothy Nyota
- et al.
- 2020
- ICLR 2020
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- 2024
- NeurIPS 2024