Mingjun Yang

Quadruple Attention in Many-body Systems for Accurate Molecular Property Predictions

While Graph Neural Networks and Transformers have shown promise in predicting molecular properties, they struggle with directly modeling complex many-body interactions. Current methods often approximate interactions like three- and four-body terms in message passing, while attention-based models, de…