Global sensitivity analysis for stochastic simulators based on generalized lambda surrogate models X Zhu, B Sudret Reliability Engineering & System Safety 214, 107815, 2021 | 47 | 2021 |
Replication-based emulation of the response distribution of stochastic simulators using generalized lambda distributions X Zhu, B Sudret International Journal for Uncertainty Quantification 10 (3), 2020 | 44 | 2020 |
Emulation of stochastic simulators using generalized lambda models X Zhu, B Sudret SIAM/ASA Journal on Uncertainty Quantification 9 (4), 1345-1380, 2021 | 38 | 2021 |
Seismic fragility analysis using stochastic polynomial chaos expansions X Zhu, M Broccardo, B Sudret Probabilistic Engineering Mechanics 72, 103413, 2023 | 27 | 2023 |
Stochastic polynomial chaos expansions to emulate stochastic simulators X Zhu, B Sudret International Journal for Uncertainty Quantification 13 (2), 2023 | 25 | 2023 |
A global sensitivity analysis framework for hybrid simulation with stochastic substructures N Tsokanas, X Zhu, G Abbiati, S Marelli, B Sudret, B Stojadinović Frontiers in Built Environment 7, 778716, 2021 | 14 | 2021 |
Impact of ploidy and pathogen life cycle on resistance durability M Saubin, S De Mita, X Zhu, B Sudret, F Halkett Peer Community Journal 1, 2021 | 13 | 2021 |
Multi-point Bayesian active learning reliability analysis T Zhou, X Zhu, T Guo, Y Dong, M Beer Structural Safety 114, 102557, 2025 | 3 | 2025 |
Construction of sparse polynomial chaos surrogate models for simulators with mixed continuous and categorical variables X Zhu, B Sudret 4th International Conference on Uncertainty Quantification in Computational …, 2021 | 3 | 2021 |
Emulating the response distribution of stochastic simulators X Zhu, B Sudret MASCOT-NUM Annual Conference (MASCOT-NUM 2021), 2021 | 3 | 2021 |
Stochastic polynomial chaos expansions for emulating stochastic simulators X Zhu, B Sudret Workshop on Stochastic Simulators, 2021 | 3 | 2021 |
Use of generalized lambda distributions to emulate stochastic simulators X Zhu, B Sudret 3rd International Conference on Uncertainty Quantification in Computational …, 2019 | 3 | 2019 |
Surrogating the response PDF of stochastic simulators using generalized lambda distributions X Zhu, B Sudret | 3 | 2019 |
Emulating the response PDF of stochastic simulators using sparse generalized lambda models X Zhu, B Sudret Annual Conference MASCOT-NUM (MASCOT-NUM 2019), P/20, 2019 | 3 | 2019 |
Introducing latent variables in polynomial chaos expansions to surrogate stochastic simulators X Zhu, B Sudret Proc. 13th International Conference on Structural Safety & Reliability …, 2022 | 2 | 2022 |
Use of generalized lambda models for seismic fragility analysis X Zhu, M Broccardo, B Sudret 8th International Symposium on Reliability Engineering and Risk Management …, 2022 | 2 | 2022 |
Extension of polynomial chaos expansions to the metamodeling of stochastic simulators X Zhu, B Sudret SIAM Conference on Uncertainty Quantification (UQ 2022), MS98, 2022 | 2 | 2022 |
Metamodels of stochastic simulators using polynomial chaos expansions with latent variables X Zhu, B Sudret Engineering Mechanics Institute Conference and Probabilistic Mechanics and …, 2021 | 2 | 2021 |
Surrogating the response PDF of stochastic simulators using parametric & semi-parametric representations X Zhu, B Sudret MASCOT-NUM Annual Conference (MASCOT-NUM 2018), 2018 | 2 | 2018 |
Surrogate modeling for stochastic simulators using statistical approaches X Zhu ETH Zurich, 2023 | 1 | 2023 |