Many rare event transitions involve multiple collective variables (CVs) and
the most appropriate combination of CVs is generally unknown a priori. We thus
introduce a new method, contour forward flux sampling (cFFS), to study rare
events with multiple CVs simultaneously. cFFS places nonlinear interfaces
on-the-fly from the collective progress of the simulations, without any prior
knowledge of the energy landscape or appropriate combination of CVs. We
demonstrate cFFS on analytical potential energy surfaces and a conformational
change in alanine dipeptide