Search Results for author: Sung Eun Kim

Found 3 papers, 0 papers with code

Fast and Scalable Earth Texture Synthesis using Spatially Assembled Generative Adversarial Neural Networks

no code implementations13 Nov 2020 Sung Eun Kim, Hongkyu Yoon, Jonghyun Lee

The earth texture with complex morphological geometry and compositions such as shale and carbonate rocks, is typically characterized with sparse field samples because of an expensive and time-consuming characterization process.

Computational Efficiency Texture Synthesis

Connectivity-informed Drainage Network Generation using Deep Convolution Generative Adversarial Networks

no code implementations16 Jun 2020 Sung Eun Kim, Yongwon Seo, Junshik Hwang, Hongkyu Yoon, Jonghyun Lee

Stochastic network modeling is often limited by high computational costs to generate a large number of networks enough for meaningful statistical evaluation.

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