Enhancing Geospatial Chain-of-Thought Reasoning in Visual Question Answering Models for Multispectral Remote Sensing DataShambhavi ShankerManikandan Padmanabanet al.2025AGU 2025
Change detection of the Karukinka Nature Park peatlands ecosystem using multimodal foundation modelsZaheed GaffoorCraig Mahlasiet al.2025AGU 2025
State-Based Multi-Agent LLM Frameworks for Earth Observation: Scalable Tools for Geospatial UnderstandingAditya SaxenaShambhavi Shankeret al.2025AGU 2025
Soma: Foundation Model for Multi-Modal Lunar Science using LRO DatasetsDaniela SzwarcmanSujit Royet al.2025AGU 2025
Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data ProductsGabby NyirjesyMaciel Zorteaet al.2025AGU 2025
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data GenerationCécile RousseauTobia Boschiet al.2025NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation ModelsImran NasimJoao Lucas de Sousa Almeida2025NeurIPS 2025
A foundation model with multi-variate parallel attention to generate neuronal activityFrancesco CarzanigaMichael Herscheet al.2025NeurIPS 2025
Toward a Coherent Virtual Cell Model: Probing Biological World-Model Coherence in Transcriptomic Foundation ModelsNoa MorielYishai Shimoniet al.2025NeurIPS 2025