Author

Soumya Sanyal

Indian Institute of Science Bangalore

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Biology Disciplines

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Bioinformatics· 1

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Approach:deep learning· 1 Approach:graph neural network· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

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Anirudh Dagar· 1 shared David A. BakeriD· 1 shared Ivan V. AnishchenkoiD· 1 shared Partha Pratim TalukdariD· 1 shared

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2020-2020 · peak 1/yr

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Anirudh Dagar

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 6, 2020

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ProteinGCN: Protein model quality assessment using GraphConvolutional Networks

Soumya Sanyal, Ivan V. Anishchenko, Anirudh Dagar…·Partha Pratim Talukdar

Graph convolutions on atom graphs with distance, orientation and bond edge features predict per-residue and global lDDT of protein models, outperforming VoroMQA and retrained Ornate while using about 100k parameters.

51 citations

protein structuregraph neural network

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