Małgorzata Biczysko

AQuaRef uses machine learning to refine protein structures with quantum accuracy at lower computational cost, improving geometric quality and experimental data fit.

This paper introduces a quantum-based refinement method for cryo-EM maps to improve atomic model accuracy at low resolutions using quantum-chemical restraints.

The paper refines a protein structure using quantum chemistry restraints, incorporating crystallographic symmetry effects through a fragmentation approach.