Single trajectory characterization via machine learning

Power spectral density of a single Brownian trajectory: what one can and cannot learn from it

(2018) Diego Krapf et al.   NEW JOURNAL OF PHYSICS

Bayesian analysis of single-particle tracking data using the nested-sampling algorithm: maximum-likelihood model selection applied to stochastic-diffusivity data

(2018) Samudrajit Thapa et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Fluorescence nanoscopy in cell biology

(2017) Steffen J. Sahl et al.   NATURE REVIEWS MOLECULAR CELL BIOLOGY

Single-molecule techniques in biophysics: a review of the progress in methods and applications

(2017) Helen Miller et al.   REPORTS ON PROGRESS IN PHYSICS

Ergodicity breaking on the neuronal surface emerges from random switching between diffusive states

(2017) Aleksander Weron et al.   Scientific Reports

Automatic detection of diffusion modes within biological membranes using back-propagation neural network

(2016) Patrice Dosset et al.   BMC BIOINFORMATICS

Communication: A multiscale Bayesian inference approach to analyzing subdiffusion in particle trajectories

(2016) Konrad Hinsen et al.   JOURNAL OF CHEMICAL PHYSICS

Distributional behavior of diffusion coefficients obtained by single trajectories in annealed transit time model

(2016) Takuma Akimoto et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

A toolbox for determining subdiffusive mechanisms

(2015) Yasmine Meroz et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

A review of progress in single particle tracking: from methods to biophysical insights

(2015) Carlo Manzo et al.   REPORTS ON PROGRESS IN PHYSICS

Lévy walks

(2015) V. Zaburdaev et al.   REVIEWS OF MODERN PHYSICS

Weak Ergodicity Breaking of Receptor Motion in Living Cells Stemming from Random Diffusivity

(2015) Carlo Manzo et al.   Physical Review X

Estimating the anomalous diffusion exponent for single particle tracking data with measurement errors - An alternative approach

(2015) Krzysztof Burnecki et al.   Scientific Reports

Anomalous diffusion models and their properties: non-stationarity, non-ergodicity, and ageing at the centenary of single particle tracking

(2014) Ralf Metzler et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Nonergodic Subdiffusion from Brownian Motion in an Inhomogeneous Medium

(2014) P. Massignan et al.   PHYSICAL REVIEW LETTERS

Diffusing Diffusivity: A Model for Anomalous, yet Brownian, Diffusion

(2014) Mykyta V. Chubynsky et al.   PHYSICAL REVIEW LETTERS

Improved estimation of anomalous diffusion exponents in single-particle tracking experiments

(2013) Eldad Kepten et al.   PHYSICAL REVIEW E

Intracellular transport of insulin granules is a subordinated random walk

(2013) S. M. A. Tabei et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Anomalous transport in the crowded world of biological cells

(2013) Felix Höfling et al.   REPORTS ON PROGRESS IN PHYSICS

Anomalous diffusion: Testing ergodicity breaking in experimental data

(2011) Marcin Magdziarz et al.   PHYSICAL REVIEW E

In VivoAnomalous Diffusion and Weak Ergodicity Breaking of Lipid Granules

(2011) Jae-Hyung Jeon et al.   PHYSICAL REVIEW LETTERS

Ergodic and nonergodic processes coexist in the plasma membrane as observed by single-molecule tracking

(2011) A. V. Weigel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Ergodic properties of fractional Brownian-Langevin motion

(2009) Weihua Deng et al.   PHYSICAL REVIEW E

Fractional Brownian Motion Versus the Continuous-Time Random Walk: A Simple Test for Subdiffusive Dynamics

(2009) Marcin Magdziarz et al.   PHYSICAL REVIEW LETTERS