English

NMR Assignment through Linear Programming

Artificial Intelligence 2021-09-09 v2 Optimization and Control Biological Physics

Abstract

Nuclear Magnetic Resonance (NMR) Spectroscopy is the second most used technique (after X-ray crystallography) for structural determination of proteins. A computational challenge in this technique involves solving a discrete optimization problem that assigns the resonance frequency to each atom in the protein. This paper introduces LIAN (LInear programming Assignment for NMR), a novel linear programming formulation of the problem which yields state-of-the-art results in simulated and experimental datasets.

Keywords

Cite

@article{arxiv.2008.03641,
  title  = {NMR Assignment through Linear Programming},
  author = {Jose F. S. Bravo-Ferreira and David Cowburn and Yuehaw Khoo and Amit Singer},
  journal= {arXiv preprint arXiv:2008.03641},
  year   = {2021}
}

Comments

28 pages, 10 figures

R2 v1 2026-06-23T17:43:39.270Z