Duy Hoa Pham
Biographic Data
| ID | 8113979 |
|---|---|
| NAME | Duy Hoa Pham |
| GIVEN NAMES | Duy Hoa |
| FAMILY NAME | Pham |
| SIGNATURE | PHAM D H |
| AFFILIATIONS | Hanoi University |
| ORCID | 0009-0005-2486-5898 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Portfolio-scale seismic fragility of RC bridge columns with series-distributed neural networks
This paper proposes a novel series-distributed artificial neural network framework for rapidly constructing seismic fragility curves of reinforced-concrete (RC) bridge columns at markedly reduced computational cost. Three coupled surrogate models are trained on datasets generated from nonlinear time-history and pushover analyses of RC piers with randomly sampled geometric and material properties subjected to hazard-consistent ground motions. The …
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Portfolio-scale seismic fragility of RC bridge columns with series-distributed neural networks
This paper proposes a novel series-distributed artificial neural network framework for rapidly constructing seismic fragility curves of reinforced-concrete (RC) bridge columns at markedly reduced computational cost. Three coupled surrogate models are trained on datasets generated from nonlinear time-history and pushover analyses of RC piers with randomly sampled geometric and material properties subjected to hazard-consistent ground motions. The …
Artificial neural network (1 work) · Fragility (1 work) · Incremental Dynamic Analysis (1 work) · Monte Carlo method (1 work) · Nonlinear system (1 work) · Probabilistic and Robust Engineering Design (1 work) · Seismic Performance and Analysis (1 work) · Structural Health Monitoring Techniques (1 work) · Uncertainty quantification (1 work)