Another widely used approach involves applying bias potentials along predefined collective variables (CVs) to accelerate transitions between states. This category includes umbrella sampling , metadynamics , and On-the-fly Probability Enhanced Sampling (OPES) . While highly effective for sampling known reaction pathways, these methods rely heavily on prior knowledge of metastable states, needed to design the CVs. This dependence makes them less suitable for reaction discovery.