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Data and code modeling cell signal processing using maximum-likelihood estimators, information theory, and stochastic differential equation simulations for "Physical limits of galvanotaxis"

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Physical-limits-on-galvanotaxis

Data and simulation code for my paper in physical review e https://zenodo.org/records/10403375

Physical Limits of Galvanotaxis — Code & Simulations

This repository reproduces analyses and figures for electric-field sensing in migrating cells using maximum-likelihood estimation (MLE) and Fokker–Planck dynamics. It includes simulation kernels, analysis notebooks, and scripts to regenerate main plots from the paper.

What’s inside

  • MLE estimators for field-direction/strength from noisy orientation trajectories
  • Fokker–Planck solvers (drift–diffusion on angle) with steady-state + transient analyses
  • Figure reproduction scripts and small example datasets
  • CLI entry points for demos and batch runs

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Data and code modeling cell signal processing using maximum-likelihood estimators, information theory, and stochastic differential equation simulations for "Physical limits of galvanotaxis"

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