“…Furthermore, as the Rayleigh number increases, a flow bifurcation to a time-dependent flow motion with a single-frequency periodic oscillatory state is observed, namely the secondary instability. Moreover, as the Rayleigh number is increased yet further in the range of approximately Ra % 10 6 -10 8 [3,4], the flow finally transitions to a chaotic state. de Vahl Davis [1] provided a benchmark numerical solution for a square cavity heated on the left side, cooled on the right side, and with adiabatic boundary conditions on the upper and lower walls.…”