Toward a Coherent Virtual Cell Model: Probing Biological World-Model Coherence in Transcriptomic Foundation ModelsNoa MorielYishai Shimoniet 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
Uncertainty-Aware Prediction of Climate Extremes Using Fine-Tuned Time-Series Foundation ModelsImran NasimJoao Lucas de Sousa Almeida2025NeurIPS 2025
A Large Multimodal Molecular Representation Encoder-Decoder Foundation Model for ChemistryVictor Yukio ShirasunaEmilio Ashton Vital Brazilet al.2025NeurIPS 2025
MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram GenerationBasel ShbitaFarhan Ahmedet al.2025NeurIPS 2025
A foundation model with multi-variate parallel attention to generate neuronal activityFrancesco CarzanigaMichael Herscheet al.2025NeurIPS 2025
AI for Advanced Materials in Integration and PackagingJed PiteraEric A. Josephet al.2025MRS Fall Meeting 2025
Interpretable Molecular Modeling via LLM Agents with Chain-of-Thought ReasoningSeiji TakedaIndra Priyadarsini Set al.2025MRS Fall Meeting 2025
From RNNs to Transformers: benchmarking deep learning architectures for hydrologic predictionJiangtao LiuChaopeng Shenet al.2025Hydrology and Earth System Sciences