STATPHYS28

Presentation information

Parallel Session

Topic 8: Interdisciplinary and complex systems

Parallel Session [T8-07A]

Mon. Aug 7, 2023 3:00 PM - 5:00 PM Classroom 213 (#213 in Building 2 of the School of Engineering, 1F)

chair:Noriko F Hiroi, Guido Caldarelli

3:45 PM - 4:00 PM

[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)

Keywords:generative adversarial network, topological defects, multiscale modelling, XY model

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