Elisabeth Roesch

Uncertainty in cell fate decision making: Lessons from potential landscapes of bifurcation systems

The paper analyzes how noise affects the shape of potential landscapes in bifurcation systems, showing its impact on cell fate decision dynamics.

GpABC: a Julia package for approximate Bayesian computation with Gaussian process emulation

GpABC is a Julia package that implements ABC methods with Gaussian process emulation for parameter inference and model selection in systems biology models.

Parameter inference in dynamical systems with co-dimension 1 bifurcations

The paper analyzes how bifurcations affect parameter inference in dynamical systems and argues that identifying bifurcation diagrams should precede kinetic parameter estimation.