Generative deep neural network system for topological defects and their microstructure reconstruction in two-dimensional spin systems.

Kyra Klos

15:45 〜 16:00

[T8-07A-03] Generative deep neural network system for topological defects and their microstructure reconstruction in two-dimensional spin systems.

*Kyra Klos¹, Karin Everschor-Sitte², Friderike Schmid¹ (1. Institute of Physics, Johannes Gutenberg-University Mainz, 2. Faculty of Physics and Center for Nanointegration Duisburg- Essen (CENIDE), University of Duisburg-Essen)

キーワード：generative adversarial network, topological defects, multiscale modelling, XY model

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講演情報

Parallel Session [T8-07A]

[T8-07A-03] Generative deep neural network system for topological defects and their microstructure reconstruction in two-dimensional spin systems.