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
Short paper
Publications
308 results for Climate and Sustainability
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
TalkA 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
Workshop paperSymbolic Learning for Material Discovery
- Daniel Cunnington
- Flaviu Cipcigan
- et al.
- 2023
- NeurIPS 2023
Workshop paperMachine learning derived sub-seasonal to seasonal extremes
- Daniel Salles Civitarese
- Bianca Zadrozny
- 2023
- NeurIPS 2023
Workshop paperIn-silico Polymer Generation using fine-tuned Regression Transformers with Open Reference Data
- Ronaldo Giro
- Hsiang Han Hsu
- et al.
- 2023
- MRS Fall Meeting 2023
TalkDirect 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.
PaperActive learning enhanced screening of CO2 capture materials
- Anantha Sundaram
- Yogesh Joshi
- et al.
- 2023
- AIChE 2023
Short paperAn Integrated Modeling Framework for Screening CO2 Capture Materials
- Yogesh Joshi
- Ashish Mhadeshwar
- et al.
- 2023
- AIChE 2023
Short paperSpatial Inequities of Heat Vulnerability: Preliminary Findings from African Urban Centers
- Craig Mahlasi
- Sibusisiwe Makhanya
- et al.
- 2023
- DS-I Africa Consortium Meeting 2023
Poster