Geometric Bounds on the Finite-Time Performance of Active Machines

Geng Li, Z. C. Tu

Optimizing energy conversion in active matter remains a central challenge in nonequilibrium physics. Here, we develop a unified thermodynamic framework that characterizes the finit…