“…DOI: 10.1088/0256-307X/41/4/040202 Quantum adiabatic control plays an important role in almost all areas of quantum physics. [1][2][3][4][5][6][7] However, it encounters serious limitation for quantum platforms with short decoherence times, such as superconducting quantum circuits, [8,9] since it requires the sufficiently slow change of Hamiltonian in the whole quantum evolution process. [10][11][12][13] In recent years, speeding up adiabatic processes has garnered increasing attention, and various approaching paths have emerged, e.g., designing new adiabatic conditions to break the constraints of the traditional approximation adiabatic condition, [14][15][16][17][18][19][20] extending the classical optimal control theory to quantum systems [21,22] for exploring the time-optimal adiabatic trajectory, [23,24] and using shortcut-to-adiabaticity (STA) techniques, [25,26] such as counter-diabatic (CD) driving, [27] to suppress nonadiabatic transitions.…”