A simulation-trained parallel partial Gaussian process model predicts tracer mean-squared displacements from area fraction, particle size, and polydispersity, and captures motion of internalized tracers in cells.
Saldanha,et al., Competing Crosstalk between Cytoskeletal Filaments Dictates Structure and Superdiffusivity of Microtubules in Live Cells.PRX Life3(3), 033009 (2025)
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A framework for modeling and inferring tracer diffusion in crowded environments
A simulation-trained parallel partial Gaussian process model predicts tracer mean-squared displacements from area fraction, particle size, and polydispersity, and captures motion of internalized tracers in cells.