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10.11.2025: Peptide Mimic Generation, SE(3) Diffusion Docking, and Target-Aware Graph Augmentation for Molecular Design
This podcast is brought to you by the Oliver Laboratory at Vanderbilt University.
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0:00 SPECTRA: Spectral Target-Aware Graph Augmentation for Imbalanced Molecular Property Regression (https://arxiv.org/pdf/2511.04838.pdf)
3:49 SigmaDock: Untwisting Molecular Docking With Fragment-Based SE(3) Diffusion (https://arxiv.org/pdf/2511.04854.pdf)
9:03 Peptide2Mol: A Diffusion Model for Generating Small Molecules as Peptide Mimics for Targeted Protein Binding (https://arxiv.org/pdf/2511.04984.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.
----------------------------------------
0:00 SPECTRA: Spectral Target-Aware Graph Augmentation for Imbalanced Molecular Property Regression (https://arxiv.org/pdf/2511.04838.pdf)
3:49 SigmaDock: Untwisting Molecular Docking With Fragment-Based SE(3) Diffusion (https://arxiv.org/pdf/2511.04854.pdf)
9:03 Peptide2Mol: A Diffusion Model for Generating Small Molecules as Peptide Mimics for Targeted Protein Binding (https://arxiv.org/pdf/2511.04984.pdf)
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Source code: https://github.com/OliverLaboratory/arxivreader
Contact: oliverlaboratory.com
Source code: https://github.com/OliverLaboratory/arxivreader