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Roselyn Yeo
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Journal Articles

StressGAN: A Generative Deep Learning Model for Two-Dimensional Stress Distribution Prediction

Haoliang Jiang, Zhenguo Nie, Roselyn Yeo, Amir Barati Farimani, Levent Burak Kara
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Research Papers
J. Appl. Mech. May 2021, 88(5): 051005.
Paper No: JAM-20-1553
https://doi.org/10.1115/1.4049805
Published Online: February 11, 2021
View Article titled, StressGAN: A Generative Deep Learning Model for Two-Dimensional Stress Distribution Prediction
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Topics: Stress, Stress concentration, Geometry, Boundary-value problems
Proceedings Papers

StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction

Haoliang Jiang, Zhenguo Nie, Roselyn Yeo, Amir Barati Farimani, Levent Burak Kara
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A023, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22682
https://doi.org/10.1115/DETC2020-22682
View Paper titled, StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction
Open the PDF for StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction in another window
Topics: Stress concentration, Stress, Boundary-value problems, Geometry, Artificial neural networks, Computation, Neural network models, Performance, Physics, Resolution (Optics)