2019 Fall Meeting

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Oral presentation

III. Fission Energy Engineering » 305-1 Computational Science and Engineering

[1K06-09] Safety and Reactor Analysis

Wed. Sep 11, 2019 4:10 PM - 5:15 PM Room K (Common Education Bildg. 2F E21)

Chair:Kenta Inagaki(CRIEPI)

4:55 PM - 5:10 PM

[1K09] Examination of creation of fuel loading pattern applying Generative Adversarial Networks

*Sho Takano1, Akira Konoma1 (1. GNF-J)

Keywords:Generative Adversarial Networks, Deep learning, Fuel loading pattern, ABWR

The Generative Adversarial Networks (GAN) which is one of Deep learning algorithm was applied to ABWR core design. We examined possibility of creation of fuel loading pattern that would be the optimum core characteristics.