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  • Röding, Magnus, 1984, et al. (author)
  • Massively parallel approximate Bayesian computation for estimating nanoparticle diffusion coefficients, sizes and concentrations using confocal laser scanning microscopy
  • 2018
  • In: Journal of Microscopy. - : Wiley. - 1365-2818 .- 0022-2720. ; 271:2, s. 174-182
  • Journal article (peer-reviewed)abstract
    • We implement a massively parallel population Monte Carlo approximate Bayesian computation (PMC‐ABC) method for estimating diffusion coefficients, sizes and concentrations of diffusing nanoparticles in liquid suspension using confocal laser scanning microscopy and particle tracking. The method is based on the joint probability distribution of diffusion coefficients and the time spent by a particle inside a detection region where particles are tracked. We present freely available central processing unit (CPU) and graphics processing unit (GPU) versions of the analysis software, and we apply the method to characterize mono‐ and bidisperse samples of fluorescent polystyrene beads.
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Type of publication
journal article (1)
Type of content
peer-reviewed (1)
Author/Editor
Billeter, Markus, 19 ... (1)
Röding, Magnus, 1984 (1)
University
Chalmers University of Technology (1)
RISE (1)
Language
English (1)
Research subject (UKÄ/SCB)
Natural sciences (1)
Engineering and Technology (1)
Medical and Health Sciences (1)
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