Decoding Biomolecular Languages

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Daily summaries of preprints from arXiv and bioRxiv. Generated for Decoding Biomolecular Languages.

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06.04.2026: Deep Learning for Protein States, Goal-Directed Molecular Generation, and Trillion-Scale Chemical Libraries

This podcast is brought to you by Scholar FM. ---------------------------------------- Papers included in this episode: 0:08 - Estimating Protein Conformational States from High-Speed AFM Images with Molecular Dynamics and Deep Learning. https://doi.org/10.1021/acs.jcim.6c00142 1:01 - Discovery of WRN helicase inhibitors by 3D-CNN docking and ML consensus from traditional Chinese medicine monomers. https://doi.org/10.1016/j.jmgm.2026.109376 1:53 - Constructing and characterizing trillion-scale combinatorial chemical library. https://doi.org/10.1186/s13321-026-01185-7 2:44 - SiteContext: A Web Server for Protein Binding Site Comparison. https://doi.org/10.1016/j.jmb.2026.169791 3:38 - HybridMolGen: A Unified Framework for Goal-Directed Molecular Generation via Multi-Objective Reinforcement Learning. https://doi.org/10.1093/bioinformatics/btag170 ---------------------------------------- scholarfm.com

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Daily summaries of preprints from arXiv and bioRxiv. Generated for Decoding Biomolecular Languages.

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Decoding Biomolecular Languages