BioinformaticsbioRxivPreprint
Learnable Graph Network Model (LGNM): A Physics Constrained Graph Neural Network with Quantum Hamiltonian Learning
Bhuwan Sharma, Chiranjib Sarkar
The paper introduces LGNM, a physics-constrained graph neural network that improves protein flexibility prediction by learning per-residue flexibility coefficients, achieving higher accuracy than mENM on test proteins.
DOI 10.64898/2026.07.14.738428