Publications

304 results for Climate and Sustainability

TensorBank: Tensor Lakehouse for Foundation Model Training
- - Romeo Kienzler
  - Johannes Schmude
  - et al.
- 2023
- Big Data 2023
Short paper
Towards Bespoke Optimizations of Energy Efficiency in HPC Environments
- - Robert Tracey
  - Vadim Elisseev
  - et al.
- 2023
- Appl. AI Lett.
Paper
Hard-Constrained Deep Learning for Climate Downscaling
- - Paula Harder
  - Alex Hernandez-garcia
  - et al.
- 2023
- JMLR
Paper
Data Leakage in Applying Geospatial Foundation Models
- - Michiaki Tatsubori
  - Naomi Simumba
  - et al.
- 2023
- AGU Fall 2023
Conference paper
Area Sampling for Training Geospatial Foundation Models
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2023
- AGU Fall 2023
Conference paper
ClimateHub: Deep Search for Climate, Earth and Environmental Sciences
- - Karthik Mukkavilli
  - Thomas Brunschwiler
  - et al.
- 2023
- AGU Fall 2023
Conference paper
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
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
Talk
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
Workshop paper
Symbolic Learning for Material Discovery
- - Daniel Cunnington
  - Flaviu Cipcigan
  - et al.
- 2023
- NeurIPS 2023
Workshop paper