Learning force fields from stochastic trajectories.

@article{Frishman2018LearningFF,
  title={Learning force fields from stochastic trajectories.},
  author={Anna Frishman and Pierre Ronceray},
  journal={arXiv: Soft Condensed Matter},
  year={2018}
}
  • Anna Frishman, Pierre Ronceray
  • Published 2018
  • Physics, Computer Science
  • arXiv: Soft Condensed Matter
  • When monitoring the dynamics of stochastic systems, such as interacting particles agitated by thermal noise, disentangling deterministic forces from Brownian motion is challenging. Indeed, we show that there is an information-theoretic bound, the capacity of the system when viewed as a communication channel, that limits the rate at which information about the force field can be extracted from a Brownian trajectory. This capacity provides an upper bound to the system's entropy production rate… CONTINUE READING

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    Publications referenced by this paper.
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