Combining Multivariate Stochastic Process Models with Filter Methods for Constrained Optimization. - Tony Pourmohamad (2016)

The Statistical Filter Approach to Constrained Optimization. - Tony Pourmohamad; Herbert K. H. Lee (Technometrics, 2020)

CompModels: A Suite of Computer Model Test Functions for Bayesian Optimization. - Tony Pourmohamad (R J., 2021)

Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences. - Tony Pourmohamad (Technometrics, 2021)

Bayesian Optimization Via Barrier Functions. - Tony Pourmohamad; Herbert K. H. Lee (J. Comput. Graph. Stat., 2022)