Author

Guang Song

Iowa State UniversityORCID 0000-0002-5153-6695Unclaimed ORCID profile · follow to get notified of new preprints

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Guang Song1 paper · Xi'an University of Architecture and Technology

Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Assay:protein structure· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:graph neural network· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Ina KochiD· 1 shared Jan Niclas Wolf· 1 shared Suri Dipannita SayeediD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Ina KochORCID

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2 papers

Recent·Most cited

Protein Fold Classification using Graph Neural Network and Protein Topology Graph

Suri Dipannita Sayeed, Jan Niclas Wolf, Ina Koch, Guang Song

This paper introduces a graph neural network approach for protein fold classification using protein topology graphs, achieving 82-100% accuracy on SCOPe and CATH datasets.

bioRxiv · Jan 1, 2022Bioinformatics

Bridging Between Material Properties Of Proteins And The Underlying Molecular Interactions

This paper develops a method to link protein material properties like modulus of elasticity to molecular interactions using physical models and thermal vibrations.

PLoS ONE · May 5, 2021Peer-reviewedMolecular Biology