Control protocols of Brownian particles

In this presentation, we examine the control protocol of Brownian particles within a time-dependent harmonic potential. We will first discuss the two-step protocol and its analytical results. Subsequently, we will explore a general method, utilizing machine learning techniques, to identify optimal protocols in both harmonic and more general potentials.