monte carlo (mc) simulations

How Do MC Simulations Work?

MC simulations in catalysis typically involve the following steps:
1. Initialization: Define the catalytic system, including the positions and types of atoms or molecules.
2. Random Sampling: Generate random configurations of the system by moving atoms or molecules, changing their orientations, or altering other relevant parameters.
3. Evaluation: Calculate the energy or other relevant properties of each configuration using a suitable potential energy function.
4. Acceptance/Rejection: Decide whether to accept or reject each new configuration based on a probability criterion, often related to the Boltzmann distribution.
5. Iteration: Repeat the random sampling and evaluation steps many times to explore the configuration space thoroughly.

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