Biophysicsnpj Biological Physics and Mechanics.Peer-reviewed
A light-weight, data-driven segmentation method for multi-state Brownian trajectories
Ismail El Korde, Jason M. Lewis, Erik Clarkson…·Joakim Stenhammar
This paper introduces a lightweight segmentation method for multi-state Brownian trajectories using Gaussian filtering and mixture modeling, showing high accuracy and lower computational load compared to deep learning or HMM approaches.
DOI 10.1038/s44341-026-00037-7