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Stefano Marelli

ETH Zurich

27H指数
199论文数
4.3K被引数
收录论文 41
发表时间
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AL-SPCE — Reliability analysis for nondeterministic models using stochastic polynomial chaos expansions and active learningAL-SPCE — 使用随机多项式混沌展开和主动学习进行不确定性模型的可靠性分析
errStructural Safety
IF6.3
err2026-07-20
err0
errOAAI
errAnderson V. Pires; Maliki Moustapha; Stefano Marelli; Bruno Sudret
err分享
err收藏
Surrogate-accelerated Bayesian Inversion for Exoplanet Interior Characterization
errThe Astrophysical Journal
IF0
err2026-01-30
err0
errOAAI
errTijn de Wringer; Caroline Dorn; Emily O. Garvin; Stefano Marelli
err分享
err收藏
mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selectionmNARX+: 一种基于流形-NARX和自动特征选择的复杂动力学系统代理模型
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-11-15
err0
errOAAI
errStyfen Schär; Stefano Marelli; Bruno Sudret
err分享
err收藏
Bayesian full waveform inversion with sequential surrogate model refinement贝叶斯全波形反演与序贯代理模型优化
errGEOPHYSICAL JOURNAL INTERNATIONAL
IF2.7
err2025-11-01
err0
errOAAI
errMeles, Giovanni Angelo; Marelli, Stefano; Linde, Niklas
err分享
err收藏
MF-GLaM: A multifidelity stochastic emulator using generalized lambda modelsMF-GLaM: 一种使用广义拉姆达模型的多保真度随机模拟器
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-23
err0
errOAAI
errKaterina Giannoukou; Xujia Zhu; Stefano Marelli; Bruno Sudret
err分享
err收藏
High- versus low-fidelity simulation training for emergency front of neck access: A prospective observational study in a Swiss anesthesiology department高保真与低保真模拟训练在急诊颈前通路中的应用：一项在瑞士麻醉科进行的前瞻性观察研究
errSAUDI JOURNAL OF ANAESTHESIA
IF1.4
err2025-10-01
err0
PREAI
errGirombelli, Alessandro; Pekrun, Johanna; Vetrone, Francesco; Marelli, Stefano; Ledingham, Nicola; Rana, Nerlep K.; Speciale, Daniele; Ingrassia, Pier Luigi; Maino, Paolo
err分享
err收藏
Reliability analysis for non-deterministic limit-states using stochastic emulators基于随机代理模型的非确定性极限状态可靠性分析
errStructural Safety
IF6.3
err2025-06-17
err0
errOAAI
errAnderson V. Pires; Maliki Moustapha; Stefano Marelli; Bruno Sudret
err分享
err收藏
Surrogate modeling with functional nonlinear autoregressive models ( F-NARX)基于函数非线性自回归模型（F-NARX）的代理建模
errReliability Engineering & System Safety
IF11
err2025-06-06
err0
PREAI
errStyfen Schär; Stefano Marelli; Bruno Sudret
err分享
err收藏
UQ state-dependent framework for seismic fragility assessment of industrial components基于UQ的状态依赖框架在工业组件地震易损性评估中的应用
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-05-10
err0
errOAAI
errNardin, Chiara; Marelli, Stefano; Bursi, Oreste S.; Sudret, Bruno; Broccardo, Marco
err分享
err收藏
Reliability analysis for data-driven noisy models using active learning
errSTRUCTURAL SAFETY
IF6.3
err2025-01-01
err0
errOAAI
errPires, Anderson, V; Moustapha, Maliki; Marelli, Stefano; Sudret, Bruno
err分享
err收藏
Comparison of probabilistic structural reliability methods for ultimate limit state assessment of wind turbines风电机组极限状态评估的概率结构可靠性方法比较
errSTRUCTURAL SAFETY
IF6.3
err2024-11-01
err0
errOAAI
errWang, Hong; Gramstad, Odin; Schaer, Styfen; Marelli, Stefano; Vanem, Erik
err分享
err收藏
Reliability analysis of arbitrary systems based on active learning and global sensitivity analysis
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-08-01
err4
errOAAI
errMoustapha, Maliki; Parisi, Pietro; Marelli, Stefano; Sudret, Bruno
err分享
err收藏
Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX)
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-02-01
err5
errOAAI
errSchaer, Styfen; Marelli, Stefano; Sudret, Bruno
err分享
err收藏
Role of Magnesium in the Intensive Care Unit and Immunomodulation: A Literature Review
errVACCINES
IF3.4
err2023-06-20
err6
errOAAI
errSaglietti, Francesco; Girombelli, Alessandro; Marelli, Stefano; Vetrone, Francesco; Balzanelli, Mario G.; Tabaee Damavandi, Payam
err分享
err收藏
Global sensitivity analysis of 3D printed material with binder jet technology by using surrogate modeling and polynomial chaos expansion
errPROGRESS IN ADDITIVE MANUFACTURING
IF5.4
err2023-05-30
err6
errOAAI
errDel Giudice, Lorenzo; Marelli, Stefano; Sudret, Bruno; Vassiliou, Michalis F.
err分享
err收藏
A spectral surrogate model for stochastic simulators computed from trajectory samples
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-03-01
err8
errOAAI
errLuthen, Nora; Marelli, Stefano; Sudret, Bruno
err分享
err收藏
AK-PDEMi: A failure-informed enrichment algorithm for improving the AK-PDEM in reliability analysis
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-11-01
err10
errOAAI
errZhou, Tong; Marelli, Stefano; Sudret, Bruno; Peng, Yongbo
err分享
err收藏
Active learning for structural reliability: Survey, general framework and benchmark结构可靠性的主动学习: 调查，一般框架和基准
errSTRUCTURAL SAFETY
IF6.3
err2022-05-01
err128
errOAAI
errMoustapha, Maliki; Marelli, Stefano; Sudret, Bruno
err分享
err收藏
Rare event estimation using stochastic spectral embedding
errSTRUCTURAL SAFETY
IF6.3
err2022-05-01
err10
errOAAI
errWagner, P-R; Marelli, S.; Papaioannou, I; Straub, D.; Sudret, B.
err分享
err收藏
Training of a Classifier for Structural Component Failure Based on Hybrid Simulation and Kriging
errengineering fracture mechanics
IF3.2
err2022-01-01
err4
errOAAI
errAbbiati, Giuseppe; Marelli, Stefano; Ligeikis, Connor; Christenson, Richard; Stojadinovic, Bozidar
err分享
err收藏

研究方向

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