Xinzhe Yuan
Biographic Data
| ID | 9720622 |
|---|---|
| NAME | Xinzhe Yuan |
| GIVEN NAMES | Xinzhe |
| FAMILY NAME | Yuan |
| SIGNATURE | YUAN X |
| AFFILIATIONS | Missouri University of Science and Technology |
| ORCID | 0000-0003-4567-5362 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2023 |
| H-INDEX | 0 |
Machine Learning-Based Seismic Damage Assessment of Residential Buildings Considering Multiple Earthquake and Structure Uncertainties
Wood-frame structures are used in almost 90% of residential buildings in the United States. It is thus imperative to rapidly and accurately assess the damage of wood-frame structures in the wake of an earthquake event. This study aims to develop a machine-learning-based seismic classifier for a portfolio of 6,113 wood-frame structures near the New Madrid Seismic Zone (NMSZ) in which synthesized ground motions are adopted to characterize potential…
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Machine Learning-Based Seismic Damage Assessment of Residential Buildings Considering Multiple Earthquake and Structure Uncertainties
Wood-frame structures are used in almost 90% of residential buildings in the United States. It is thus imperative to rapidly and accurately assess the damage of wood-frame structures in the wake of an earthquake event. This study aims to develop a machine-learning-based seismic classifier for a portfolio of 6,113 wood-frame structures near the New Madrid Seismic Zone (NMSZ) in which synthesized ground motions are adopted to characterize potential…
Artificial Intelligence (1 work) · Artificial neural network (1 work) · Computer Science (1 work) · Fragility (1 work) · Geology (1 work) · Machine learning (1 work) · Multilayer perceptron (1 work) · Seismic Performance and Analysis (1 work) · Seismic Waves and Analysis (1 work) · Seismology (1 work)