Search Results for author: Norihiro Oyama

Found 2 papers, 0 papers with code

Deep generative model super-resolves spatially correlated multiregional climate data

no code implementations26 Sep 2022 Norihiro Oyama, Noriko N. Ishizaki, Satoshi Koide, Hiroaki Yoshida

Additionally, we present the outcomes of another variant of the deep generative model-based downscaling approach in which the low-resolution precipitation field is substituted with the pressure field, referred to as $\psi$SRGAN (Precipitation Source Inaccessible SRGAN).

Generative Adversarial Network Super-Resolution

What Do Deep Neural Networks Find in Disordered Structures of Glasses?

no code implementations31 Jul 2022 Norihiro Oyama, Shihori Koyama, Takeshi Kawasaki

Glass transitions are widely observed in various types of soft matter systems.

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