Publications

19 results for Johannes Schmude

Geospatial Sampling by Maximizing Information Entropy
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- IGARSS 2024
Conference paper
Towards state-of-the-art nowcasting with a foundational AI model: an ECCC-IBM collaboration
- - Dominique Brunet
  - Didier Davignon
  - et al.
- 2024
- CMOS Congress 2024
Conference paper
On the development of artificial intelligence downscaling applications for medium-range forecasts of weather elements at CCMEP
- - Christian Saad
  - Dominique Brunet
  - et al.
- 2024
- CMOS Congress 2024
Talk
TensorBank: Tensor Lakehouse for Foundation Model Training
- - Romeo Kienzler
  - Johannes Schmude
  - et al.
- 2023
- Big Data 2023
Short paper
Area Sampling for Training Geospatial Foundation Models
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2023
- AGU Fall 2023
Conference paper
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
AI Foundation Models for Weather and Climate: Applications, Design and Implementation
- - Karthik Mukkavilli
  - Daniel Salles Civitarese
  - et al.
- 2023
- arXiv
Paper
Establishing a Geospatial Discovery Network with efficient discovery and modeling services in multi-cloud environments
- - Campbell Watson
  - Hendrik Hamann
  - et al.
- 2023
- EGU 2023
Talk
Improving sub-seasonal to seasonal forecast using a time-series transformer
- - Daniel Salles Civitarese
  - Mohamed Akram Zaytar
  - et al.
- 2022
- AGU Fall 2022
Poster