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24.12.2025: Multi-Modal Molecular Elucidation, Agentic Optimization, and Advanced RNA Structure Analysis
This podcast is brought to you by the Oliver Laboratory at Vanderbilt University.
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0:00 NMIRacle: Multi-modal Generative Molecular Elucidation from IR and NMR Spectra (https://arxiv.org/pdf/2512.19733.pdf)
4:51 Methods for Analyzing RNA Pseudoknots via Chord Diagrams and Intersection Graphs (https://arxiv.org/pdf/2512.19939.pdf)
9:14 MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization (https://arxiv.org/pdf/2512.20135.pdf)
14:26 SynCraft: Guiding Large Language Models to Predict Edit Sequences for Molecular Synthesizability Optimization (https://arxiv.org/pdf/2512.20333.pdf)
19:44 MERGE-RNA: a physics-based model to predict RNA secondary structure ensembles with chemical probing (https://arxiv.org/pdf/2512.20581.pdf)
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Source code: https://github.com/OliverLaboratory/arxivreader
Contact: oliverlaboratory.com
Source code: https://github.com/OliverLaboratory/arxivreader
View all episodes
By This podcast is brought to you by the Oliver Laboratory at Vanderbilt University.
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0:00 NMIRacle: Multi-modal Generative Molecular Elucidation from IR and NMR Spectra (https://arxiv.org/pdf/2512.19733.pdf)
4:51 Methods for Analyzing RNA Pseudoknots via Chord Diagrams and Intersection Graphs (https://arxiv.org/pdf/2512.19939.pdf)
9:14 MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization (https://arxiv.org/pdf/2512.20135.pdf)
14:26 SynCraft: Guiding Large Language Models to Predict Edit Sequences for Molecular Synthesizability Optimization (https://arxiv.org/pdf/2512.20333.pdf)
19:44 MERGE-RNA: a physics-based model to predict RNA secondary structure ensembles with chemical probing (https://arxiv.org/pdf/2512.20581.pdf)
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Source code: https://github.com/OliverLaboratory/arxivreader
Contact: oliverlaboratory.com
Source code: https://github.com/OliverLaboratory/arxivreader