Unwinding the model manifold: choosing similarity measures to remove local minima in sloppy dynamical systems

Benjamin L. Francis, Mark K. Transtrum

In this paper, we consider the problem of parameter sensitivity in models of complex dynamical systems through the lens of information geometry. We calculate the sensitivity of mod…