2 papers
cs.CV2020
Fast and Scalable Earth Texture Synthesis using Spatially Assembled Generative Adversarial Neural Networks
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 expensi…
physics.geo-ph2020
Connectivity-informed Drainage Network Generation using Deep Convolution Generative Adversarial Networks
Sung Eun Kim, Yongwon Seo, Junshik Hwang +2
Stochastic network modeling is often limited by high computational costs to generate a large number of networks enough for meaningful statistical evaluation. In this study, Deep Co…