Metric-Based Meta-Learning for Cross-Domain Few-Shot Identification of Welding Defect.
J. Comput. Inf. Sci. Eng., June, 2023
Intelligent Mechanical Fault Diagnosis Using Multisensor Fusion and Convolution Neural Network.
IEEE Trans. Ind. Informatics, 2022
A multi-fidelity surrogate modeling approach for incorporating multiple non-hierarchical low-fidelity data.
Adv. Eng. Informatics, 2022
Stochastic analysis and validation under aleatory and epistemic uncertainties.
Reliab. Eng. Syst. Saf., 2021
Deep learning-based surrogate modeling via physics-informed artificial image (PiAI) for strongly coupled multidisciplinary engineering systems.
Knowl. Based Syst., 2021
A Data-Driven Approach for the Diagnosis of Mechanical Systems Using Trained Subtracted Signal Spectrograms.
Sensors, 2019
Multiscale Modeling of Turbine Engine Component Under Manufacturing Uncertainty.
J. Comput. Inf. Sci. Eng., 2019
An active learning radial basis function modeling method based on self-organization maps for simulation-based design problems.
Knowl. Based Syst., 2017
A sequential multi-fidelity metamodeling approach for data regression.
Knowl. Based Syst., 2017
An enhanced classification approach for reliability estimation of structural systems.
J. Intell. Manuf., 2014
Simulation-based conjoint ranking for optimal decision support process under aleatory uncertainty.
J. Intell. Manuf., 2013