Thomas Andrew Waigh

In the original version of this article, there was only one corresponding author, but there should have been two; Thomas Andrew Waigh was inadvertently omitted as a corresponding author. This information has been corrected in the original article.

Keywords anomalous diffusion single-particle tracking neural networks parameter estimation heterogeneous dynamics cellular biology membrane biophysics soft materials design Introduction Anomalous diffusion, characterized by deviations from classical Brownian motion, is a widespread phenomenon in a broad range of complex systems,1,2,3 extending from intracellular transport inside biological cells4,5,6,7,8 to the dynamic behavior of disordered materials and the patterns of movement of cells and...

The heterogeneity of the viscoelasticity of a lamellar gel network based on cetyl-trimethylammonium chloride and cetostearyl alcohol was studied using particle-tracking microrheology. A recurrent neural network (RNN) architecture was used for estimating the Hurst exponent, H, on small sections of tracks of probe spheres moving with fractional Brownian motion.