Various types of catalysts are used in cement kilns, including heterogeneous catalysts and homogeneous catalysts. Heterogeneous catalysts, such as metal oxides, are often favored due to their stability at high temperatures and ease of separation from the products. Homogeneous catalysts, although less common, can offer high selectivity and efficiency.