Author

Ekarsi Lodh

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#graph neural networks Oct 2026

Protein Language Model–Conditioned Graph Neural Networks for Multitask GPCR Ligand Activity Prediction

Predicting ligand activity across G protein-coupled receptors (GPCRs) requires models that capture both molecular structure and receptor-specific information while remaining robust to chemical and target-domain shifts. We developed a multimodal graph neural network that combines explicit ligand molecular graphs with fr...

Manashi De, Ekarsi Lodh, Shalini Majumder et al. · bioRxiv · 0 citations