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Single-Molecule Test for Markovianity of the Dynamics along a Reaction Coordinate.

Alexander M BerezhkovskiiDmitrii E Makarov
Published in: The journal of physical chemistry letters (2018)
In an effort to answer the much-debated question of whether the time evolution of common experimental observables can be described as one-dimensional diffusion in the potential of mean force, we propose a simple criterion that allows one to test whether the Markov assumption is applicable to a single-molecule trajectory x( t). This test does not involve fitting of the data to any presupposed model and can be applied to experimental data with relatively low temporal resolution.
Keyphrases
  • single molecule
  • atomic force microscopy
  • living cells
  • electronic health record
  • big data
  • machine learning
  • risk assessment