Title: Super-rotation and Great Red Spots -- statistical mechanics predictions and simulations Chjan Lim, Mathematical Sciences, RPI Two related problems and a unified approach in the formulation, analysis and simulation of planetary atmospheres using statistical mechanics and small LINUX/XP clusters -(1) the super-rotation of the atmospheres of slowly-rotating planets - namely Venus and Titan and (2) the formation and stability of large vortex storms on the Gas Giants such as the Great Red Spot (GRS) on Jupiter and lesser spots on Uranus, Neptune and Saturn. Venus' lower atmosphere rotates like a spinning top once every 4 earth days while the Venusian day is around 243 earth days - this enigma has defied complete resolution for 6 decades. The Great Red Spot on Jupiter has been observed for several hundred years and several explanations have been put forth but none so far predicts correctly the predominance of anticyclonic vorticity in the formation of these coherent structures. Two significant discoveries - (1) on super-rotation we discovered that at low energies, an idealized planetary atmosphere cannot super-rotate but may sub-rotate (retrograde motions opposite to the spin of the planet) provided the planet's spin is large enough. This discovery - later confirmed in analytical work (see my webpage for papers) - suggests that slowly-rotating planets can have super-rotating but not sub-rotating atmospheres. All known slowly-rotating cases in the solar system - Venus and Titan - have super-rotation. The second discovery concerns problem (2) on the formation of GRS - like structures in the Gas Giants and the predominance of anticyclonic vorticity (anticyclonic means against the planet's rotation assumed west to east - in the northern hemisphere, this is best represented as clockwise gyres; a draining bath-tub on the other hand, has cyclonic or counter-clockwise gyres in the northern hemisphere). Many scientists have had some success generating GRS-like structures and demonstrating anticyclonic properties from their numerical models or lab experiments but an enduring difficulty remains - no completely satisfactory explanation for anticyclonic predominance have emerged. In other words, when scientists input the parameter values for Jupiter's atmosphere into their models, they find end-states which have GRS and anticyclonic properties - since these models are equally capable of supporting cyclonic vorticity predominance, they cannot fully explain the almost universal anticyclonic predominance found in the Gas Giants. MC simulations using Jupiter's parameter values finally showed within the context of the statistical mechanics spin-lattice models that I introduced, that the anticyclonicity in the GRS-like structures on the Gas Giants are closely associated with the relatively low mechanical energy to enstrophy ratios of these self-organizing phenomena. Enstrophy is the L2 or square-norm of the vorticity field in the atmosphere. Indeed, since the Venusian super-rotation has a high energy to enstrophy quotient and the GRS-like structures in the Gas Giants have low energy to enstrophy quotients, this work covers the whole range of energy, enstrophy and angular momentum parameter space.