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FunQuant: A R package to perform quantization in the context of rare events and time-consuming simulations
Quantization summarizes continuous distributions by calculating a discrete approximation.
Approximating Gaussian Process Emulators with Linear Inequality Constraints and Noisy Observations via MC and MCMC
Finally, on 2D and 5D coastal flooding applications, we show that more flexible and realistic GP implementations can be obtained by considering noise effects and by enforcing the (linear) inequality constraints.
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