Many real-world systems are well-modeled by Brownian particles subject to gradient dynamics plus noise arising, e.g., from the thermal fluctuations of a heat bath. Of central importance many applications in physics and biology (e.g., molecular motors) is net steady-state particle current or “flux” enabled an additional driving force. However, this flux cannot usually be calculated analytically....