... been made in many aspects, including parametric experimental study [ 3 – 6 ], in situ experimental monitoring [ 7 – 9 ], process modeling [ 10 – 15 ], surrogate modeling [ 16 – 18 ], and uncertainty quantification (UQ) [ 19 – 22 ]. A recent review of the latest applications of machine learning (ML...

... optimization under uncertainty consists of the following steps: Uncertainty quantification in FFF product bond quality Probabilistic sensitivity analysis Surrogate modeling of physics model discrepancy Process parameter optimization under uncertainty Physical experiments for model calibration...

... Metamodels for Composable and Reusable Additive Manufacturing Process Models ,” J. Manuf. Sci. Eng. , 136 ( 6 ), 061025 . 10.1115/1.4028533 [24] Hu , Z. , and Mahadevan , S. , 2017 , “ Uncertainty Quantification and Management in Additive Manufacturing: Current Status, Needs...