{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/ac1f0a0c-9bd8-45b3-8d86-f5316433ae82","name":"GNNs for Molecular Property Prediction","text":"Graph neural networks (GNNs) have emerged as the dominant architecture for molecular property prediction. Key architectures include MPNNs, SchNet, and DimeNet++.","keywords":["chemistry","graph-neural-networks","molecular-modeling"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}