The choice of materials for column conditioning depends on the type of column and the catalytic process. Common materials include solvents like methanol, acetonitrile, and water, as well as gases like nitrogen and hydrogen. Specific chemicals may also be used for activation, such as acids or bases, depending on the nature of the column and the catalytic reaction.