2 papers
math.DS2025
FlowClass.jl: Classifying Dynamical Systems by Structural Properties in Julia
Michael P. H. Stumpf
FlowClass.jl is a Julia package for classifying continuous-time dynamical systems into a hierarchy of structural classes: Gradient, Gradient-like, Morse-Smale, Structurally Stable,…
math.OC2018
Construction of quasi-potentials for stochastic dynamical systems: an optimization approach
Rowan D Brackston, Andrew Wynn, Michael P H Stumpf
The construction of effective and informative landscapes for stochastic dynamical systems has proven a long-standing and complex problem. In many situations, the dynamics may be de…