STAR-VAE: Latent Variable Transformers for Scalable and Controllable Molecular GenerationBc KwonBen Shapiraet al.2026AAAI 2026
Building Trustworthy AI Collaborators: Factuality and Source Attribution in Agentic WorkflowsAlessandra PascaleJames Barryet 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
Detection and Simulation of Urban Heat Islands Using a Fine-Tuned Geospatial Foundation Model for Microclimate Impact PredictionJannis FleckensteinDavid Kreismannet al.2025NeurIPS 2025
Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To DevicesVidushi SharmaAndy Teket al.2025NeurIPS 2025
Advancing Fluorescence Light Detection and Ranging in Scattering Media with a Physics-Guided Mixture-of-Experts and Evidential CriticsIsmail ErbasFerhat Demikiranet al.2025NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation ModelsImran NasimJoao Lucas de Sousa Almeida2025NeurIPS 2025
Toward a Coherent Virtual Cell Model: Probing Biological World-Model Coherence in Transcriptomic Foundation ModelsNoa MorielYishai Shimoniet al.2025NeurIPS 2025
A foundation model with multi-variate parallel attention to generate neuronal activityFrancesco CarzanigaMichael Herscheet al.2025NeurIPS 2025