Login / Signup

Interactions between large molecules pose a puzzle for reference quantum mechanical methods.

Yasmine S Al-HamdaniPéter R NagyAndrea ZenDennis BartonMihály KállayJan Gerit BrandenburgAlexandre Tkatchenko
Published in: Nature communications (2021)
Quantum-mechanical methods are used for understanding molecular interactions throughout the natural sciences. Quantum diffusion Monte Carlo (DMC) and coupled cluster with single, double, and perturbative triple excitations [CCSD(T)] are state-of-the-art trusted wavefunction methods that have been shown to yield accurate interaction energies for small organic molecules. These methods provide valuable reference information for widely-used semi-empirical and machine learning potentials, especially where experimental information is scarce. However, agreement for systems beyond small molecules is a crucial remaining milestone for cementing the benchmark accuracy of these methods. We show that CCSD(T) and DMC interaction energies are not consistent for a set of polarizable supramolecules. Whilst there is agreement for some of the complexes, in a few key systems disagreements of up to 8 kcal mol-1 remain. These findings thus indicate that more caution is required when aiming at reproducible non-covalent interactions between extended molecules.
Keyphrases
  • monte carlo
  • machine learning
  • molecular dynamics
  • density functional theory
  • healthcare
  • high resolution
  • mass spectrometry
  • quantum dots
  • single molecule
  • water soluble