Training of a Classifier for Structural Component Failure Based on Hybrid Simulation and Kriging

Author:

Abbiati Giuseppe1ORCID,Marelli Stefano2,Ligeikis Connor3ORCID,Christenson Richard4,Stojadinović Božidar5ORCID

Affiliation:

1. Assistant Professor, Dept. of Civil and Architectural Engineering, Univ. of Aarhus, 10, Inge Lehmanns Gade, Aarhus 8000 C, Denmark (corresponding author). ORCID: .

2. Senior Scientist, Chair of Risk, Safety and Uncertainty Quantification, Dept. of Civil, Environmental and Geomatic Engineering, Institute of Structural Engineering, 5, Stefano-Franscini Platz, Zurich 8093, Switzerland.

3. Ph.D. Candidate, Dept. of Civil and Environmental Engineering, Univ. of Michigan, 2350 Hayward St., Ann Arbor, MI 48109. ORCID: .

4. Professor, Dept. of Civil and Environmental Engineering, Univ. of Connecticut, 261 Glenbrook Rd., Storrs, CT 06269.

5. Professor, Chair of Structural Dynamics and Earthquake Engineering, Dept. of Civil, Environmental and Geomatic Engineering, Institute of Structural Engineering, 5, Stefano-Franscini Platz, Zurich 8093, Switzerland. ORCID: .

Publisher

American Society of Civil Engineers (ASCE)

Subject

Mechanical Engineering,Mechanics of Materials

Reference26 articles.

1. Hybrid simulation of a multi-span RC viaduct with plain bars and sliding bearings

2. A Real-Time Hybrid Fire Simulation Method Based on Dynamic Relaxation and Partitioned Time Integration

3. A computational framework for fast‐time hybrid simulation based on partitioned time integration and state‐space modeling

4. A composite experimental dynamic substructuring method based on partitioned algorithms and localized Lagrange multipliers

5. Abbiati G. R. Schöbi B. Sudret and B. Stojadinovic. 2017. “Structural reliability analysis using deterministic hybrid simulations and adaptive kriging metamodeling.” In Proc. 16th World Conf. on Earthquake Engineering (16WCEE). Santiago Chile: Chilean Association on Seismology and Earthquake Engineering.

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