EFFICIENT BAYESIAN INVERSE METHOD USING ROBUST GAUSSIAN PROCESSES FOR DESIGN UNDER UNCERTAINTY

von Ghosh, Sayan
Veröffentlicht in AIAA SciTech Forum and Exposition (2020 : Orlando, Fla.) Non-deterministic approaches (2020)

DETC2019-98418 A Strategy for Adaptive Sampling of Multi-Fidelity Gaussian Processes to Reduce Predictive Uncertainty

von Ghosh, Sayan
Veröffentlicht in Design Automation Conference (45. : 2019 : Anaheim, Calif.) Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - 2019 ; Volume 2 (2020)

REMARKS FOR SCALING UP A GENERAL GAUSSIAN PROCESS TO MODEL LARGE DATASET WITH SUB-MODELS

von Zhang, Yiming
Veröffentlicht in AIAA SciTech Forum and Exposition (2020 : Orlando, Fla.) Non-deterministic approaches (2020)