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Bruno Sudret

affiliation not provided to SSRN

SCHOLARLY PAPERS

4

DOWNLOADS

210

TOTAL CITATIONS

2

Scholarly Papers (4)

Predicting High-Cycle Fatigue Life in Laser-Cut Structural Joints Using Stochastic Emulators and Active Learning

Number of pages: 28 Posted: 22 Dec 2025
affiliation not provided to SSRN, ETH Zurich - Chair of Risk, Safety and Uncertainty Quantification, University of Trento, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Trento
Downloads 61 (976,517)

Abstract:

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High-Cycle Fatigue, Laser Cutting, Active Learning, Stochastic Polynomial Chaos Expansion, Structural Steel

Predicting High-Cycle Fatigue Life in Laser-Cut Structural Joints Using Stochastic Emulators and Active Learning

Number of pages: 25 Posted: 13 Jun 2026
affiliation not provided to SSRN, ETH Zurich - Chair of Risk, Safety and Uncertainty Quantification, University of Trento, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Trento
Downloads 8

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High-Cycle Fatigue, Laser Cutting, Active Learning, Stochastic Polynomial Chaos Expansion, Structural Steel

2.

A Survey on Multi-Fidelity Surrogates for Simulators with Functional Outputs: Unified Framework and Benchmark

Number of pages: 122 Posted: 27 Aug 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 67 (899,324)
Citation 2

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surrogate modeling, multi-fidelity, functional outputs

3.

Fragility assessment of transmission line structures under non-synoptic wind loads using multi-fidelity stochastic emulators

Number of pages: 51 Posted: 29 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, ETH Zurich - Chair of Risk, Safety and Uncertainty Quantification and affiliation not provided to SSRN
Downloads 56 (1,020,567)

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Fragility analysis, transmission lines, tornado actions, multi-fidelity generalized lambda model, stochastic emulators.

4.

Reliability-based Process Optimization of the Surface Roughness of Laser-Cut Structural Steels Using Stochastic Emulators

Number of pages: 36 Posted: 14 May 2026
affiliation not provided to SSRN, ETH Zurich - Chair of Risk, Safety and Uncertainty Quantification, University of Trento, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Trento
Downloads 18 (1,481,165)

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laser cutting, Surface roughness, Stochastic polynomial chaos expansion, Support vector classifier, Reliability-based optimization