In this example, both pathways lead to the same "prod-uct." However, in realistic chemical systems, a single reactant can yield multiple products, each requiring distinct transition regions. Our method ensures that the system follows the lowest-barrier pathways, identifying the most probable reaction routes and products. Moreover, upon algorithm termination, the accumulated samples provide sufficient data to construct a latent space that effectively approximates a meaningful CV (see SI), ensuring an accurate representation of the reaction pathway, even in complex energy landscapes.