In catalysis research, the following types of data should be regularly backed up: 1. Experimental Data: Raw and processed data from experiments. 2. Computational Models: Code, algorithms, and simulation results. 3. Lab Notebooks: Digitized records of experiments, observations, and notes. 4. Publications and Reports: Drafts, final versions, and related documents.