High-Resolution WRF Wind Field Dataset for GHG Applications: Navigating Computational Challenges in Energy Research
- Karthik Mukkavilli
- W. Trojak
- et al.
- 2023
- AGU Fall 2023
Publications
10 results for Bruce Elmegreen
A 3D spatial self-attention module on a non-uniform vertical coordinate for super-resolution wind fields
- Takuya Kurihana
- Kyongmin Yeo
- et al.
- 2023
- AGU Fall 2023
Towards operational methane emission detection from oil and gas facilities through multi-modal sensing and advanced dispersion and atmospheric modeling
- Arash Fathi
- Joao Lucas de Sousa Almeida
- et al.
- 2023
- AGU Fall 2023
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
Machine Guided Discovery of Novel Carbon Capture Solvents
- Theodore Van Kessel
- Flaviu Cipcigan
- et al.
- 2023
- ACS Fall 2023
MDLab: AI frameworks for Carbon Capture and Battery Materials
- Bruce Elmegreen
- Hendrik Hamann
- et al.
- 2023
- ICR 2023
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process
- Chulin Wang
- Kyongmin Yeo
- et al.
- 2021
- NeurIPS 2021
Physics-Informed Neural Network Super Resolution for Advection-Diffusion Models
- Chulin Wang
- Eloisa Bentivegna
- et al.
- 2020
- NeurIPS 2020
Monitoring economic activity using satellite imagery and tracking COVID-19 epidemics impact on air quality
- Levente Klein
- Wang Zhou
- et al.
- 2020
- INFORMS 2020
Super resolving spatial-temporal weather predictions using Deep Learning
- Wang Zhou
- Levente Klein
- et al.
- 2020
- INFORMS 2020