Jiaxiang Yi
According to our database1,
Jiaxiang Yi
authored at least 10 papers
between 2020 and 2025.
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Bibliography
2025
Single- to multi-fidelity history-dependent learning with uncertainty quantification and disentanglement: application to data-driven constitutive modeling.
CoRR, July, 2025
Cooperative Bayesian and variance networks disentangle aleatoric and epistemic uncertainties.
CoRR, May, 2025
2024
Practical multi-fidelity machine learning: fusion of deterministic and Bayesian models.
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2022
A novel fidelity selection strategy-guided multifidelity kriging algorithm for structural reliability analysis.
Reliab. Eng. Syst. Saf., 2022
A sequential multi-fidelity surrogate model-assisted contour prediction method for engineering problems with expensive simulations.
Eng. Comput., 2022
2021
An efficient constrained global optimization algorithm with a clustering-assisted multiobjective infill criterion using Gaussian process regression for expensive problems.
Inf. Sci., 2021
2020
A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem.
Eng. Comput., 2020
An adaptive constraint-handling approach for optimization problems with expensive objective and constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020