A Comparison of Surrogate Modeling Techniques for Global Sensitivity Analysis in Hybrid Simulation

Autor: Tsokanas, Nikolaos, Pastorino, Roland, Stojadinovic, Bozidar

Publikováno v: Machine Learning & Knowledge Extraction, 4 (1)

Hybrid simulation is a method used to investigate the dynamic response of a system subjected to a realistic loading scenario. The system under consideration is divided into multiple individual substructures, out of which one or more are tested physic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______150::8795b0d96e95401ecd8add3a062b2994
https://hdl.handle.net/20.500.11850/522359

A Global Sensitivity Analysis Framework for Hybrid Simulation with Stochastic Substructures

Autor: Zhu, Xujia, Stojadinovic, Bozidar, Abbiati, Giuseppe, Sudret, Bruno, Marelli, Stefano, Tsokanas, Nikolaos

Publikováno v: Frontiers in Built Environment, 7
Frontiers in Built Environment, Vol 7 (2021)
Tsokanas, N, Zhu, X, Abbiati, G, Marelli, S, Sudret, B & Stojadinović, B 2021, ' A Global Sensitivity Analysis Framework for Hybrid Simulation with Stochastic Substructures ', Frontiers in Built Environment, vol. 7, 778716 . https://doi.org/10.3389/fbuil.2021.778716

Hybrid simulation is an experimental method used to investigate the dynamic response of a reference prototype structure by decomposing it to physically-tested and numerically simulated substructures. The latter substructures interact with each other

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f0865e646e23d228ffc532229e3fb45
https://doi.org/10.3929/ethz-b-000520727

Three-level verification and validation approach for motorcycle subsystem testing using physical/virtual co-simulation

Autor: Tsokanas, Nikolaos, Thielemans, Laurane, Sputh, Bernhard, Pastorino, Roland, Stojadinovic, Bozidar

Publikováno v: Datacite
Research Collection

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9352603d23da4603bada8dc4497ec9b5

Evaluation of the Seismic Response of a Structure with an attached Pendulum using Stochastic Real-Time Hybrid Simulation

Autor: Tsokanas, Nikolaos, Stojadinovic, Bozidar

Publikováno v: Datacite
Research Collection

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::24f53fc751e6ff1f908170248784c7a1

Design of a Controller for Physical Substructures in Stochastic Real-Time Hybrid Simulations

Autor: Tsokanas, Nikolaos, Stojadinovic, Bozidar

Publikováno v: Book of Abstracts: Engineering Mechanics Institute 2019 Conference

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______150::a3d95ba51480cccab52f3a411d0bf859
https://hdl.handle.net/20.500.11850/416872