Multifidelity

Exploration of multifidelity UQ sampling strategies for computer network applications

Journal article demonstrating that multifidelity sampling techniques combining high and low-fidelity network simulations produce estimators with significantly lower variance, making them effective UQ tools for network analysis.

Exploration Of Multifidelity Approaches For Uncertainty Quantification In Network Applications

Investigates multifidelity UQ strategies for network simulations by combining limited high-fidelity model runs with numerous lower-fidelity evaluations to achieve more accurate estimators with lower variance.