扔掉掐死你
发表于 2025-3-28 16:14:07
Probability and Statistics Preliminariesjection. The use of the Box-Mueller transform to sample a normal random variable and the Cholesky factorization technique for sampling a multivariate normal are presented. The chapter concludes with a discussion of Bayesian statistics.
喧闹
发表于 2025-3-28 20:14:46
Input Parameter Distributions of realizations of finitely many RV as well as the analogue for stochastic processes, the Karhunen-Loève expansion. Section 3.6 closes with some remarks on the delicate issue of choosing input distributions.
ciliary-body
发表于 2025-3-29 02:47:58
http://reply.papertrans.cn/95/9411/941099/941099_43.png
语言学
发表于 2025-3-29 05:51:57
Regression Approximations to Estimate Sensitivitiesful solutions also for the case where fewer QoI evaluations than parameters are available; sparsity-promoting regularization (1-norm, LASSO) and a combination of 1-norm and 2-norm (elastic net) are considered. Section 5.3 adds cross-validation techniques for selecting the regularization parameters.
马笼头
发表于 2025-3-29 08:35:07
http://reply.papertrans.cn/95/9411/941099/941099_45.png
enlist
发表于 2025-3-29 15:29:31
http://reply.papertrans.cn/95/9411/941099/941099_46.png
Cardioplegia
发表于 2025-3-29 19:06:03
Introduction to Uncertainty Quantification and Predictive Sciencen to define the task of uncertainty quantification. The concept of a quantity of interest is defined, and the use of uncertainty information to answer questions regarding safety and design is presented.
SKIFF
发表于 2025-3-29 23:08:25
http://reply.papertrans.cn/95/9411/941099/941099_48.png
FOVEA
发表于 2025-3-30 01:09:59
http://reply.papertrans.cn/95/9411/941099/941099_49.png