On-the-fly free energy parameterization via temperature accelerated molecular dynamics

► Our method can determine parameters of a free energy in molecular simulations. ► Free-energy gradients from temperature-accelerated MD are used on-the-fly. ► We demonstrate our method in derived effective potentials for coarse-grained simulations.