variavel0=Elie Luis Martínez Padilla - epadilla@mecanica.ufu.br Universidade Federal de Uberlândia Aristeu da Silveira Neto - aristeus@mecanica.ufu.br Universidade Federal de Uberlândia Abstract. Large-Eddy Simulation using Smagorinsky and dynamic sub-grid scale models was used to numerically analyse the natural convection, in transitional regime, over a heated and horizontal cylinder. Situations governed by high Rayleigh numbers were simulated. The beginning of the transition process was indicated. The results were compared with experimental data. The dynamic sub-grid scale model gives better results, when compared with the Smagorinsky model. Keywords. Natural convection, transition, large-eddy simulation, sub-grid scale model.