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Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks

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Ubuntu16.04 + TensorFlow 1.4 + GPU Nvidia 1080Ti

StressNet

Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks

All the dataset files can be downloaded in: https://pan.baidu.com/s/1mHb0AlA9NBWneRgGDEXMTA password:bwii

OR: https://drive.google.com/drive/folders/185UX1WINiLl2PFOH7ickEdF3ZG29Cf7Z?usp=sharing

Citation:

Nie, Z., Jiang, H., & Kara, L. B. (2020). Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks. Journal of Computing and Information Science in Engineering, 20(1).

@article{nie2020stress, title={Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks}, author={Nie, Zhenguo and Jiang, Haoliang and Kara, Levent Burak}, journal={Journal of Computing and Information Science in Engineering}, volume={20}, number={1}, year={2020}, publisher={American Society of Mechanical Engineers Digital Collection} }

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