A sequential weighted Laplacian-regularized optimal design for response surface modeling of expensive functions with outliers: An application in linear elastic fracture mechanics. - Stanford Martinez; Adel Alaeddini; Kristina Langer (Qual. Reliab. Eng. Int., 2019)

An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression. - Rajitha Meka; Adel Alaeddini; Sakiko Oyama; Kristina Langer (IEEE Access, 2020)

Corrections to "An Active Learning Methodology for Efficient Estimation of Expensive Noisy Black-Box Functions Using Gaussian Process Regression". - Rajitha Meka; Adel Alaeddini; Sakiko Oyama; Kristina Langer (IEEE Access, 2020)