One-Dimensional-Convolutional Neural Network (1D-CNN) Based Reliability Analysis of Foundation Over Cavity Incorporating the Effect of Simulated Noise

This paper presents a thorough reliability assessment of cavity foundation systems involving the generation of 272 datasets using Plaxis 2D automation. The parameters were systematically varied across feasible ranges, and Sobol-based sensitivity analysis identified the negligible influence of the so...

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Bibliographic Details
Main Authors: Kumar Shubham, Subhadeep Metya, Abdhesh Kumar Sinha, Ravindran Gobinath
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:Advances in Civil Engineering
Online Access:http://dx.doi.org/10.1155/2024/9981433
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