Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory PredictionZuobai ZhangMinghao Xuet al.2023NeurIPS 2023
Machine learning derived sub-seasonal to seasonal extremesDaniel Salles CivitareseBianca Zadrozny2023NeurIPS 2023
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural NetworkAkihiro KishimotoHiroshi Kajinoet al.2023NeurIPS 2023
Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer ModelsMarvin AlbertsFederico Zipoliet al.2023NeurIPS 2023
Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property PredictionEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2023NeurIPS 2023
Using Foundation Models to Promote Digitization and Reproducibility in Scientific ExperimentationAmol ThakkarAndrea Giovanniniet al.2023NeurIPS 2023
Capturing Formulation Design of Battery Electrolytes with Chemical Large Language ModelEduardo Almeida SoaresVidushi Sharmaet al.2023NeurIPS 2023
Coarse-graining via reparametrization avoids force matching and back-mappingNima DehmamyCsaba Bothet al.2023NeurIPS 2023