A firm understanding and control of viscous fingering (VF) and miscible displacement will be vital to a wide range of industrial, environmental, and pharmaceutical applications, such as geological carbon dioxide sequestration, enhanced oil recovery, and drug delivery. We restrict our study to VF, a well-known hydrodynamic instability, in miscible fluid systems but consider double-diffusive (DD) effects-the combined effect of compositional changes because of solute transport and temperature. One often uses numerical formulations to study VF with DD effects. The primary aim of the current study is to show that popular formulations have limitations to study VF with DD effect. These limitations include exhibiting node-to-node spurious oscillations, violating physical constraints such as the nonnegativity of the concentration field or mathematical principles such as the maximum principle, and suppressing physical instabilities. We will use several popular stabilized finite element formulations-the SUPG formulations and three modifications based on the SOLD approach-in our study. Using representative numerical results, we will illustrate two critical limitations. First, we document that these formulations do not respect the nonnegative constraint and the maximum principle for the concentration field. We will also show the impact of these violations on how viscous fingers develop. Second, we show that these stabilized formulations, often used to suppress numerical instabilities, may also suppress physical instabilities, such as viscous fingering. Our study will be valuable to practitioners who use existing numerical formulations and to computational mathematicians who develop new formulations. Graphic This figure shows the unphysical concentration values got using the SUPG stabilized formulation on the quarter five-spot problem. The numerical solution for the concentration field violated the nonnegative constraint (left) and the maximum principle (right). The mathematical model comprises coupled flow-thermal-transport equations. [GRAPHICS] .