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physics.bio-ph2024
Intrinsic cell-to-cell variance from experimental single-cell motility data
Anton Klimek, Johannes C. J. Heyn, Debasmita Mondal +5
When analyzing the individual positional dynamics of an ensemble of moving objects, the extracted parameters that characterize the motion of individual objects, such as the mean-sq…
physics.bio-ph2023
Data-driven classification of individual cells by their non-Markovian motion
Anton Klimek, Debasmita Mondal, Stephan Block +2
We present a method to differentiate organisms solely by their motion based on the generalized Langevin equation (GLE) and use it to distinguish two different swimming modes of str…