Author
Virginia Tech
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5 papers
Recent·Most cited
Rahmatullah Roche, Bernard Moussad, Md Hossain Shuvo…·Debswapna Bhattacharya
EquiPNAS improves protein-nucleic acid binding site prediction using a pLM-informed equivariant graph neural network, outperforming existing methods on multiple datasets.
Rahmatullah Roche, Bernard Moussad, Md Hossain Shuvo, Debswapna Bhattacharya
EquiPPIS predicts protein-protein interaction sites using E(3) equivariant graph neural networks, outperforming existing methods with predicted AlphaFold2 structures.
Md Hossain Shuvo, Mohimenul Karim, Rahmatullah Roche, Debswapna Bhattacharya
PIQLE estimates protein-protein interface quality using deep graph learning, outperforming existing methods by incorporating multimeric geometries and evolutionary information.
Rahmatullah Roche, Sutanu Bhattacharya, Md Hossain Shuvo, Debswapna Bhattacharya
rrQNet estimates contact map quality using deep learning by reconciling evolutionary context with predicted residue contacts, showing accurate quality assessment across contact predictors.
Md Hossain Shuvo, Sutanu Bhattacharya, Debswapna Bhattacharya