In a multi tubular reactor, the reactants flow through numerous small tubes filled with catalyst particles. The tubes are typically surrounded by a heat exchange medium, such as molten salts or heat transfer oils, to maintain a consistent temperature. The heat exchange medium absorbs the heat generated by exothermic reactions or supplies heat for endothermic reactions, ensuring optimal reaction conditions.