Modeling Surface Vibrations and Their Role in Molecular Adsorption: A Generalized Langevin Approach
Ardavan Farahvash1, Mayank Agrawal2, Andrew A Peterson2
1Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States.
This study uses the generalized Langevin equation to model atomic vibrations on surfaces, revealing a bimodal memory kernel crucial for understanding molecular reactions and adsorption. This finding applies broadly across various solid materials.
Area of Science:
- Surface Science
- Computational Chemistry
- Materials Science
Background:
- Atomic vibrations (phonons) significantly influence surface reactions, adsorption, and desorption dynamics.
- Collective atomic motions occur across diverse length scales, impacting surface phenomena.
- Existing models like the generalized Langevin oscillator (GLO) provide a framework for studying these dynamics.
Purpose of the Study:
- To extend the generalized Langevin oscillator (GLO) model by incorporating parameters derived from atomistic simulations.
- To investigate the memory kernel of a model platinum surface and its relationship to phonon modes.
- To analyze the impact of phonon confinement effects on surface reaction dynamics, specifically sticking coefficients.
Main Methods:
- Utilized the generalized Langevin equation, extending the generalized Langevin oscillator (GLO) model.
- Derived model parameters from atomistic simulation data.
- Simulated periodically replicated slabs of varying sizes to study phonon confinement and its effects.
Main Results:
- The memory kernel of a model platinum surface exhibits a bimodal form, arising from coupling to low-energy acoustic and high-energy Debye frequency modes.
- This bimodal memory kernel form is consistent across various solids, irrespective of elemental composition, surface structure, or solvation state.
- Acoustic modes become effectively frozen in macroscopic lattices, and phonon confinement influences the memory kernel and sticking coefficients.
Conclusions:
- The extended GLO model accurately describes collective atomic motions and their site-specific coupling.
- The bimodal memory kernel is a general feature of solid surfaces, reflecting dominant phonon modes.
- Phonon confinement effects play a quantifiable role in surface dynamics and reaction probabilities.
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