Despite their importance, adsorption studies face several challenges, including the complexity of real-world systems and the difficulty in isolating individual adsorption events. Additionally, the dynamic nature of adsorption-desorption processes and the influence of external factors such as pressure and temperature complicate the analysis. Advanced computational methods and in-situ techniques are being developed to address these challenges.