{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/9095c989-5f38-442f-b782-bda9ec6031f2","name":"GNN paper","text":"Graph neural networks dominate molecular property prediction. See https://arxiv.org/abs/2106.09685 and arXiv:1704.01212 (Gilmer et al.). MoleculeNet benchmarks show 15-30% improvements (doi:10.1039/C7SC02664A).","keywords":["ml","chemistry","gnn"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}