Publications

21 results for Daniela Szwarcman

Global Area Sampling for Geospatial Foundation Model
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- AGU 2024
Prithvi V1.0: Generalist Geospatial Foundation Model on Global HLS Data
- - Daniela Szwarcman
  - Sujit Roy
  - et al.
- 2024
- AGU 2024
Downstream Applications on Prithvi WxC: A Foundation Model for Weather and Climate
- - Johannes Schmude
  - Sujit Roy
  - et al.
- 2024
- AGU 2024
Downstream Applications on Prithvi: A Foundation Model for Global Geospatial Data
- - Daniela Szwarcman
  - Christopher Phillips
  - et al.
- 2024
- AGU 2024
Fine-tuning of Geospatial Foundation Models for Aboveground Biomass Estimation
- - Michal Muszynski
  - Levente Klein
  - et al.
- 2024
- KDD 2024
Geospatial Foundation Model by Diversified Data
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- MIRU 2024
Hard-Constrained Deep Learning for Climate Downscaling
- - Paula Harder
  - Alex Hernandez-garcia
  - et al.
- 2023
- JMLR
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
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
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling
- - Qidong Yang
  - Paula Harder
  - et al.
- 2023
- ICLR 2023