BiophysicsJournal of Theoretical BiologyPeer-reviewed
Parameter-wise predictions and sensitivity analysis forrandom walk models in the life sciences
Yihan Liu, David James Warne, Matthew J. Simpson
The paper introduces parameter-wise prediction for stochastic random walk models in life sciences, using PDE surrogates and likelihood-based methods to analyze sensitivity and parameter estimation.
DOI 10.1016/j.jtbi.2025.112347