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Keywords: seismic fragility analysis
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Proceedings Papers

A Novel Machine Learning Based Framework for the Seismic Risk Assessment of Industrial Plant

Gianluca Quinci, Fabrizio Paolacci
Proc. ASME. PVP2023, Volume 7: Seismic Engineering; ASME Nondestructive Evaluation, Diagnosis and Prognosis (NDPD) Division, V007T08A010, July 16–21, 2023
Publisher: American Society of Mechanical Engineers
Paper No: PVP2023-106452
https://doi.org/10.1115/PVP2023-106452
... an interesting alternative for seismic risk assessment, is finally applied to an industrial NSC. seismic fragility analysis artificial neural network features selection principal component analysis Metropolis Hastings Proceedings of the ASME 2023 Pressure Vessels & Piping Conference PVP2023 July 16...
View Paper titled, A Novel Machine Learning Based Framework for the Seismic Risk Assessment of Industrial Plant
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Topics: Artificial neural networks, Cities, Industrial plants, Machine learning, Principal component analysis, Seismic hazard assessment, Risk assessment, Finite element model, Hazards, Algorithms
Proceedings Papers

On the Use of Artificial Neural Network Technique for Seismic Fragility Analysis of a Three-Dimensional Industrial Frame

Gianluca Quinci, Nam Hoang Phan, Fabrizio Paolacci
Proc. ASME. PVP2022, Volume 5: Operations, Applications, and Components; Seismic Engineering; ASME Nondestructive Evaluation, Diagnosis and Prognosis (NDPD) Division, V005T08A013, July 17–22, 2022
Publisher: American Society of Mechanical Engineers
Paper No: PVP2022-83874
https://doi.org/10.1115/PVP2022-83874
... of failure of the NSC. seismic fragility analysis artificial neural network features selection Monte Carlo simulations Proceedings of the ASME 2022 Pressure Vessels & Piping Conference PVP2022 July 17-22, 2022, Las Vegas, Nevada, USA PVP2022-83874 ON THE USE OF ARTIFICIAL NEURAL NETWORK TECHNIQUE...
View Paper titled, On the Use of Artificial Neural Network Technique for <span class="search-highlight">Seismic</span> <span class="search-highlight">Fragility</span> <span class="search-highlight">Analysis</span> of a Three-Dimensional Industrial Frame
Open the PDF for On the Use of Artificial Neural Network Technique for <span class="search-highlight">Seismic</span> <span class="search-highlight">Fragility</span> <span class="search-highlight">Analysis</span> of a Three-Dimensional Industrial Frame in another window
Topics: Artificial neural networks, Simulation