Publications & Preprints

Preprints and manuscripts. This page will be updated as papers are accepted.

2026

Learnable Graph Network Model (LGNM): A Physics-Constrained Graph Neural Network with Quantum Hamiltonian Learning

Bhuwan Sharma, Chiranjib Sarkar

bioRxiv · Cold Spring Harbor Laboratory (2026)

Preprint

BibTeX

@article{sharma2026learnable,
  title   = {Learnable Graph Network Model (LGNM): A Physics Constrained Graph Neural Network with Quantum Hamiltonian Learning},
  author  = {Sharma, Bhuwan and Sarkar, Chiranjib},
  journal = {bioRxiv},
  pages   = {2026--07},
  year    = {2026},
  publisher = {Cold Spring Harbor Laboratory}
}