newsNature Machine IntelligenceTrust 88 · LabPublished 22d agoLive · 5d ago
Bridging three-dimensional molecular structures and artificial intelligence with a conformation description language
Nature Machine Intelligence, Published online: 11 June 2026; doi:10.1038/s42256-026-01250-8 Xiong et al. introduce ConfSeq, a molecular conformation description language that enables language models to perform three-dimensional molecular modelling tasks, including conformer prediction, three-dimensional molecular generation and representation, with strong performance.
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paperSynLaD: Latent Diffusion for Generating Synthesizable Molecules Conditioned on 3D Pharmacophore ProfilespaperBeyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) BenchmarkpaperAn Additive MLP-GNN Framework for Characterizing Chemical and Structural Contributions to Aqueous Solubilityrepobrucefan1983/GPUMDpaperProbing Chemical Language Models: Effects of Pre-training and Fine-tuning
