Lasso Monte Carlo, a variation on multi fidelity methods for high-dimensional uncertainty quantification
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Uncertainty quantification (UQ) is an active area of research, and an essential technique used in all fields of science and engineering. The most common methods for UQ are Monte Carlo and surrogate-modelling. The former method is dimensionality independent but... ...
