Christophe Chipot

Learning the reaction coordinate: collective variables from physical intuition to generative models

The arc of CV discovery is traced from intuition-driven heuristics to modern data-driven and generative frameworks, critically assess the strengths and limitations of each class of methods, and outline how the convergence of machine-learned potentials, automated CV learning, generative sampling, and causal interpretabi...