Real-Time Hybrid Simulation with Polynomial Chaos NARX Modeling for Seismic Response Evaluation of Structures Subjected to Stochastic Ground Motions

Author:

Gao Xiaoshu1ORCID,Chen Menghui2,Chen Cheng3ORCID,Guo Tong4,Xu Weijie5,Cornejo Karlel6

Affiliation:

1. Graduate Student, School of Civil Engineering, Shandong Univ., Jinan 250061, China. ORCID: .

2. Graduate Student, Key Laboratory of Concrete and Prestressed Concrete Structures, Ministry of Education, Southeast Univ., Nanjing 210096, China.

3. Professor, School of Engineering, San Francisco State Univ., San Francisco, CA 94132 (corresponding author). ORCID: .

4. Professor, Key Laboratory of Concrete and Prestressed Concrete Structures, Ministry of Education, Southeast Univ., Nanjing 210096, China.

5. Assistant Professor, Key Laboratory of Concrete and Prestressed Concrete Structures, Ministry of Education, Southeast Univ., Nanjing 210096, China.

6. Graduate Student, School of Engineering, San Francisco State Univ., San Francisco, CA 94132.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science,Building and Construction,Civil and Structural Engineering

Reference60 articles.

1. A computational framework for fast-time hybrid simulation based on partitioned time integration and state space modeling;Abbiati G.;Struct. Control Health Monit.,2019

2. Abbiati G. S. Marelli O. S. Bursi B. Sudret and B. Stojadinovic. 2015. “Uncertainty propagation and global sensitivity analysis in hybrid simulation using polynomial chaos expansion.” In Proc. 4th Int. Conf. on Soft Computing Technology in Civil Structural and Environmental Engineering. Stirlingshire UK: Civil-Comp Press.

3. A global sensitivity analysis framework for hybrid simulation

4. Information Theory and Neural Networks for Managing Uncertainty in Flood Routing

5. Communication Development and Verification for Python-Based Machine Learning Models for Real-Time Hybrid Simulation

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