PubChem
PulseAugur coverage of PubChem — every cluster mentioning PubChem across labs, papers, and developer communities, ranked by signal.
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AI models achieve high accuracy in drug property prediction
Researchers have systematically investigated molecular encoding methods for predicting drug properties using both traditional neural networks and Transformer-based models. Their study, which involved training models on …
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New multimodal model predicts molecular properties with high accuracy
Researchers have developed MultiPUFFIN, a novel multimodal foundation model designed to predict the thermophysical properties of small molecules. This model integrates SMILES sequences, 2D molecular graphs, and 3D confo…
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Machine learning models predict Alzheimer's drug candidates from natural compounds
Researchers have developed a machine learning approach to identify potential Alzheimer's disease treatments from natural compounds. The study utilized cheminformatics to extract molecular descriptors and trained various…
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New h-MINT model improves drug discovery binding affinity prediction
Researchers have developed h-MINT, a novel hierarchical molecular interaction network designed to improve drug discovery by better representing molecular fragments. This approach uses an OverlapBPE tokenization method t…