In this study, all‐atom model of Pd/ZSM‐5/γ‐Al2O3 was developed and validated by comparing the experimental results of nitrogen adsorption isotherm, pore structure parameters, and powder X‐ray diffraction to our simulation results. Coal tar was simulated using dibenzothiophene (DBT), and tetralin (THN) in our study, and the product of coal tar hydrodesulfurization was modeled by H2S and n‐hexane (Hex). The adsorption and diffusion of the DBT, THN, and Hex on Pd/ZSM‐5/γ‐Al2O3 were investigated, and the simulation results were verified by differential thermogravimetric and X‐ray photoelectron spectroscopy results. The results demonstrated that DBT and THN mainly adsorbed to mesopores, and part of THN could also adsorb to micropores. Note that the mesopores allow the reactions of DBT, THN, and Hex to take place as they have large enough size, and micropores limit those reactions as those model molecules hardly adsorbed to micropores. In addition the acidity of the carrier weakens the heat of adsorption of H2S, making it easier to diffuse out of the catalyst and protect the active site. And our simulation results also show that the diffusion coefficient of H2S was much higher than other chemicals. As a consequence, the multichannel design and the choice of acidic carrier improved the sulfur tolerance of the catalyst.