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Sowmya Hari

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Aug 2026

A hybrid CNN-GNN-XGB ensemble framework for prediction of mutation-induced protein-protein binding free-energy changes (ΔΔG) in protein engineering.

A hybrid ensemble framework integrating XGBoost, convolutional neural networks (CNN), and graph neural networks (GNN) trained on a curated SKEMPI v2.0 dataset provides a robust and practical tool for ΔΔG prediction with potential applications in protein engineering and rational mutation design.

Sowmya Hari, R. Babu · 0 citations