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A Conditional Generative Model for End-to-End Stress Field Prediction of Composite Bolted Joints

https://doi.org/10.2139/ssrn.4762283
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Three-dimensional contact stress analysis of a composite laminate with bolted joint
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An improved 3D model of composite bolted joints with detailed thread structure and progressive damage analysis of realistic tightening process
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A global interactive attention-based lightweight denoising network for locating internal defects of CFRP laminates
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Deep transfer learning-based damage detection of composite structures by fusing monitoring data with physical mechanism
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Bolt loosening detection using impedance based non-destructive method and probabilistic neural network technique with minimal training data
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Conditional generative adversarial network for welding deformation field prediction of butt-welded plates
inferredcites →https://doi.org/10.1016/j.ymssp.2021.108067openalex-extracted
Reliability evaluation method of anti-loosening performance of bolted joints
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EADOCS: Conceptual design in three phases—An application to fibre reinforced composite panels
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Super-resolution reconstruction of turbulent velocity fields using a generative adversarial network-based artificial intelligence framework
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High-fidelity reconstruction of turbulent flow from spatially limited data using enhanced super-resolution generative adversarial network
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Three-dimensional ESRGAN for super-resolution reconstruction of turbulent flows with tricubic interpolation-based transfer learning
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Three-dimensional tire-pavement contact stresses prediction by deep learning approach
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Mechanism and quantitative evaluation model of slip-induced loosening for bolted joints
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Multiscale structural similarity for image quality assessment
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Least Squares Generative Adversarial Networks
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Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data
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StressGAN: A Generative Deep Learning Model for Two-Dimensional Stress Distribution Prediction
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Effect of Gap and Shims on the Strain and Stress State of the Composite-Aluminum Hybrid Bolted Structure
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Mechanical and failure behavior of three-dimensional six-directional braided composites bolted joint
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Calculation of the effective bearing contact radius for precision tightening of bolted joints
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Influence of gap filling on mechanical properties of composite-aluminum single-lap single-bolt hybrid joints
inferredcites →https://doi.org/10.48550/arxiv.1411.1784openalex-extracted
Conditional Generative Adversarial Nets
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DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks
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Deep Learning for Efficient Reconstruction of High-Resolution Turbulent DNS Data
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