Solution-based methods in catalysis involve the preparation and application of catalysts using solutions. These methods are crucial for the synthesis of homogeneous and heterogeneous catalysts. They allow precise control over the composition, structure, and morphology of the catalytic materials, leading to enhanced catalytic performance.