A Large Multimodal Molecular Representation Encoder-Decoder Foundation Model for ChemistryVictor Yukio ShirasunaEmilio Ashton Vital Brazilet al.2025NeurIPS 2025
Enabling Accurate and Interpretable Property Prediction with TDiMS in Large MoleculesLisa HamadaAkihiro Kishimotoet al.2025NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram GenerationBasel ShbitaFarhan Ahmedet al.2025NeurIPS 2025
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation ModelsImran NasimJoao Lucas de Sousa Almeida2025NeurIPS 2025
SafeCOMM: Investigating Safety Degradation in Fine-Tuned Telecom Large Language ModelsAladin DjuheraSwanand Ravindra Kadheet al.2025NeurIPS 2025
Automated Structure Elucidation at Human-Level Accuracy via a Multimodal Multitask Language ModelMarvin AlbertsNina Hartrampfet al.2025NeurIPS 2025
FlowState: Sampling-Rate Invariant Time Series Foundation Model with Dynamic Forecasting HorizonsLars GrafThomas Bohnstinglet 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
AI for Advanced Materials in Integration and PackagingJed PiteraEric A. Josephet al.2025MRS Fall Meeting 2025