Characterization of anomalous diffusion classical statistics powered by deep learning (CONDOR)

Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

(2021) Wojciech Samek et al.   PROCEEDINGS OF THE IEEE

Classification, inference and segmentation of anomalous diffusion with recurrent neural networks

(2021) Aykut Argun et al.   Journal of Physics A-Mathematical and Theoretical

Statistical Tests for Force Inference in Heterogeneous Environments

(2020) Alexander S. Serov et al.   Scientific Reports

Leveraging large-deviationstatistics to decipher the stochastic properties of measured trajectories

(2020) Samudrajit Thapa et al.   NEW JOURNAL OF PHYSICS

Epidemiological Model With Anomalous Kinetics: Early Stages of the COVID-19 Pandemic

(2020) Ugur Tirnakli et al.   Frontiers in Physics

Spectral Content of a Single Non-Brownian Trajectory

(2019) Diego Krapf et al.   Physical Review X

Single-Particle Diffusion Characterization by Deep Learning

(2019) Naor Granik et al.   BIOPHYSICAL JOURNAL

Strange interfacial molecular dynamics

(2019) Diego Krapf et al.   PHYSICS TODAY

Single trajectory characterization via machine learning

(2019) Gorka Muñoz-Gil et al.   NEW JOURNAL OF PHYSICS

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

Single-Molecule Kinetics in Living Cells

(2018) Johan Elf et al.   Annual Review of Biochemistry

The topography of the environment alters the optimal search strategy for active particles

(2017) Giorgio Volpe et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Element analysis: a wavelet-based method for analysing time-localized events in noisy time series

(2017) Jonathan M. Lilly   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Confidence intervals for time averages in the presence of long-range correlations, a case study on Earth surface temperature anomalies

(2016) M. Massah et al.   GEOPHYSICAL RESEARCH LETTERS

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

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

A toolbox for determining subdiffusive mechanisms

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

Guidelines for the Fitting of Anomalous Diffusion Mean Square Displacement Graphs from Single Particle Tracking Experiments

(2015) Eldad Kepten et al.   PLoS One

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

Anomalous diffusion and power-law relaxation of the time averaged mean squared displacement in worm-like micellar solutions

(2013) Jae-Hyung Jeon et al.   NEW JOURNAL OF PHYSICS

Anomalous transport in the crowded world of biological cells

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

Bayesian Approach to MSD-Based Analysis of Particle Motion in Live Cells

(2012) Nilah Monnier et al.   BIOPHYSICAL JOURNAL

Optimal Detection of Changepoints With a Linear Computational Cost

(2012) R. Killick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Strange kinetics of single molecules in living cells

(2012) Eli Barkai et al.   PHYSICS TODAY

Bayesian estimation of self-similarity exponent

(2011) Natallia Makarava et al.   PHYSICAL REVIEW E

Quantitative Analysis of Single Particle Trajectories: Mean Maximal Excursion Method

(2010) Vincent Tejedor et al.   BIOPHYSICAL JOURNAL

Mean square displacement analysis of single-particle trajectories with localization error: Brownian motion in an isotropic medium

(2010) Xavier Michalet   PHYSICAL REVIEW E

Bacterial Chromosomal Loci Move Subdiffusively through a Viscoelastic Cytoplasm

(2010) Stephanie C. Weber et al.   PHYSICAL REVIEW LETTERS

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

(2009) Marcin Magdziarz et al.   PHYSICAL REVIEW LETTERS

Understanding individual human mobility patterns

(2008) Marta C. González et al.   NATURE