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Mutually Beneficial Combination of Molecular Dynamics Computer Simulations and Scattering Experiments.

Nebojša ZecGaetano MangiapiaAlex C HendryRobert BarkerAlexandros KoutsioubasHenrich FrielinghausMario CampanaJosé Luis Ortega-RoldanSebastian BuschJean-François Moulin
Published in: Membranes (2021)
We showcase the combination of experimental neutron scattering data and molecular dynamics (MD) simulations for exemplary phospholipid membrane systems. Neutron and X-ray reflectometry and small-angle scattering measurements are determined by the scattering length density profile in real space, but it is not usually possible to retrieve this profile unambiguously from the data alone. MD simulations predict these density profiles, but they require experimental control. Both issues can be addressed simultaneously by cross-validating scattering data and MD results. The strengths and weaknesses of each technique are discussed in detail with the aim of optimizing the opportunities provided by this combination.
Keyphrases
  • molecular dynamics
  • density functional theory
  • electronic health record
  • monte carlo
  • big data
  • high resolution
  • magnetic resonance imaging
  • deep learning
  • data analysis