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Related Questions
- What are the primary applications of surrogate models and polynomial chaos expansions in complex system analysis?
- How do surrogate models overcome the limitations of polynomial chaos expansions in terms of accuracy and computational efficiency?
- Can you provide examples of systems where surrogate models outperform polynomial chaos expansions?
- What are the key differences in the training procedures for surrogate models and polynomial chaos expansions?
- How do surrogate models handle non-linear interactions between input variables, compared to polynomial chaos expansions?
- Can you discuss the role of dimensionality reduction techniques in improving the performance of surrogate models and polynomial chaos expansions?
- Are there any specific software libraries or tools that are widely used for implementing surrogate models and polynomial chaos expansions?
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