Physics

Nonlinear system

Polynomial chaos

Uncertainty quantification

Mathematics

Sobol sequence

Economic growth

Algorithm

Statistics

Mathematical optimization

Machine learning

Engineering

Surrogate model

Mathematical analysis

Economics

Monte Carlo method

Sensitivity (control systems)

Electronic engineering

Convergence (economics)

Computer science

Quantum mechanics

Applied mathematics

Polynomial

Algebraic number

Reliability Engineering & System Safety

Surrogate models are indispensable tools in uncertainty quantification and global sensitivity analysis. Polynomial chaos expansion (PCE) is one of the…

Enhancing the explainability of regression-based polynomial chaos expansion by Shapley additive explanations