GeoAIAgent-Agentic workflow for automated geospatial data management
- Leonardo Tizzei
- Gabby Nyirjesy
- et al.
- 2026
- ICSE 2026
Workshop paper
Publications
24 results for Joao Lucas de Sousa Almeida
Prithvi-EO: An Open-Access Geospatial Foundation Model Advancing Earth Science through Global Collaboration
- Hamed Alemohammad
- Daniela Szwarcman
- et al.
- 2025
- AGU 2025
Invited talkCompress Once, Decode Anywhere: Embedding Workflows with TerraTorch
- Bianca Zadrozny
- Isabelle Wittmann
- et al.
- 2025
- AGU 2025
TalkAI Based Data Fusion for Multimodal Three Dimensional Geospatial Methane Data Cube Generation
- Levente Klein
- Hendrik Hamann
- et al.
- 2025
- AGU 2025
PosterFoundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- Gabby Nyirjesy
- Maciel Zortea
- et al.
- 2025
- AGU 2025
PosterComparison of simulated and observed methane plumes at oil and gas sites in the Permian Basin using advanced dispersion, coupled mesoscale-LES atmospheric modeling, and scientific machine learning
- Arash Fathi
- Joao Lucas de Sousa Almeida
- et al.
- 2025
- AGU 2025
PosterUncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Workshop paperFine-tuning for Extreme Event Prediction: Are Ensemble Methods All You Need?
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2025
- KDD 2025
Workshop paperFine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2024
- NeurIPS 2024
Workshop paperTerraTorch: an Open-source Framework for Fine-tuning Geospatial Foundation Models
- Bianca Zadrozny
- Carlos Miguel Pina Vaz Gomes
- et al.
- 2024
- AGU 2024
Poster