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arXiv cs.LG·

GLACIER: A Multimodal Student-Teacher Foundation Model for Molecular Property Prediction

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In three linesGLACIER is a student-teacher multimodal model for molecular property prediction. It integrates molecular graphs, SMILES strings, and physicochemical descriptors via three encoders pretrained on 100,000 molecules, fused by Finsler geometry and knowledge distillation from MiniMol and MolFormer.
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