model accuracy

What Factors Affect Model Accuracy?

Several factors can influence the accuracy of models in catalysis:
- Quality of Data: High-quality, reliable experimental data is essential for training accurate models.
- Model Complexity: Overly simplistic models may miss critical factors, while overly complex models may overfit the data.
- Computational Methods: The choice of computational methods (e.g., Density Functional Theory (DFT), Molecular Dynamics) can significantly impact accuracy.
- Catalyst Properties: Intrinsic properties of catalysts, such as surface area, porosity, and active site distribution, must be accurately represented.

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