Publications

303 results for Climate and Sustainability

Change detection of the Karukinka Nature Park peatlands ecosystem using multimodal foundation models
- - Zaheed Gaffoor
  - Craig Mahlasi
  - et al.
- 2025
- AGU 2025
State-Based Multi-Agent LLM Frameworks for Earth Observation: Scalable Tools for Geospatial Understanding
- - Aditya Saxena
  - Shambhavi Shanker
  - et al.
- 2025
- AGU 2025
Enhancing Geospatial Chain-of-Thought Reasoning in Visual Question Answering Models for Multispectral Remote Sensing Data
- - Shambhavi Shanker
  - Manikandan Padmanaban
  - et al.
- 2025
- AGU 2025
Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- - Gabby Nyirjesy
  - Maciel Zortea
  - et al.
- 2025
- AGU 2025
Advances in Emulating Earth System Models
- - Björn Lütjens
  - Kalyn Dorheim
  - et al.
- 2025
- AGU 2025
Sensitivity Analysis for Climate Science with Generative Flow Models
- - Nicolae Dobra
  - Jakiw Pidstrigach
  - et al.
- 2025
- NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation Models
- - Imran Nasim
  - Joao Lucas de Sousa Almeida
- 2025
- NeurIPS 2025
Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2025
- NeurIPS 2025
Geospatial Chain of Thought Reasoning for Enhanced Visual Question Answering on Satellite Imagery
- - Shambhavi Shanker
  - Manikandan Padmanaban
  - et al.
- 2025
- NeurIPS 2025
Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact Prediction
- - Jannis Fleckenstein
  - David Kreismann
  - et al.
- 2025
- NeurIPS 2025