State-of-the-Art Methods for Uncertainty Quantification

Question

I am looking for an overview of the current state-of-the-art methods in uncertainty quantification (UQ), particularly for high-dimensional systems. I would appreciate any references to review papers, books, or recent research articles that provide a comprehensive perspective on modern UQ methodologies.