Abstract Data-driven methods for establishing quantum optimal control (QOC) using time-dependent pulses tailored to specific dynamical systems and desired objectives are critical many emerging technologies. We develop a data-driven regression procedure, bilinear dynamic mode decomposition (biDMD), that leverages time-series measurements establish system identification QOC. The biDMD optimizatio...