Estimation of diffusive states from single-particle trajectory in heterogeneous medium using machine-learning methods
نویسندگان
چکیده
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Systems-level approach to uncovering diffusive states and their transitions from single-particle trajectories.
The stochastic motions of a diffusing particle contain information concerning the particle's interactions with binding partners and with its local environment. However, an accurate determination of the underlying diffusive properties, beyond normal diffusion, has remained challenging when analyzing particle trajectories on an individual basis. Here, we introduce the maximum-likelihood estimator...
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ژورنال
عنوان ژورنال: Physical Chemistry Chemical Physics
سال: 2018
ISSN: 1463-9076,1463-9084
DOI: 10.1039/c8cp02566e