Heat maps in catalysis can be generated using experimental data or computational simulations. Experimental data are often obtained through techniques like infrared thermography or temperature-programmed desorption (TPD). Computational methods may involve density functional theory (DFT) or molecular dynamics (MD) simulations. The data are then processed using software tools like MATLAB, Python, or specialized catalysis software to create the visual representation.