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Procedural Pretraining for Molecular Property Prediction

arXiv cs.LG · 3d ago Cached

The paper introduces a three-stage training pipeline using procedural pretraining to improve molecular property prediction, showing enhanced performance under data scarcity by learning inductive biases from abstract generated data.

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#molecular-prediction

GraphNOSE: A Graph Transformer in Olfaction

arXiv cs.LG · 2026-09-10 Cached

GraphNOSE is an open-source graph transformer framework that predicts multi-label odor descriptors from molecular structures, achieving superior performance over existing methods with fewer parameters and improved generalization to out-of-distribution compounds.

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