The gas flow in complex fluids is a phenomenon present in industries such as foods and beverage, pharmaceuticals, chemistry and oil and gas. In this research the phenomenon of gas invasion in cement pastes during the cementation process of wells of petroleum was analyzed. This problem is governed by different parameters such as bubble size, geometry and velocity, fluid rheology, material shear history, injection pressure and flow rate. In this work, we perform an experimental study of the dynamics of a non-spherical air bubble under a Stokes or laminar regime, flowing in materials that simulate cement pastes with different levels of viscosity. Cement pastes and their viscoplastic and thixotropic properties are reproduced using suspensions of Carbopol and Laponite, respectively. A simplified mathematical model for the dynamics of the phenomenon of gas migration, with application in the petroleum industry, is also presented. In the Carbopol study, the effect of the yield stress and the relationship between viscous and inertial forces and their influence on the dynamics and geometry of the gas bubble is investigated. The analysis with Laponite aims to simulate the process of invasion and gas migration during the cement cure process. The effect of thixotropy on the shape and dynamics of bubble migration is analyzed. These results also simulate the complex dynamics of gas migration in fluids with time dependent rheology, such as cement pastes during their curing process. The formation of gas bubbles with flat geometry has been observed, allowing the gas to flow with lower resistance and to form preferred paths that can become channels with high gas flow rates.