MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data.
Qunwei LiBhavya KailkhuraRushil AnirudhJize ZhangYi ZhouYingbin LiangThomas Yong-Jin HanPramod K. VarshneyPublished in: SIAM J. Math. Data Sci. (2021)
Keyphrases
- scientific data
- data management
- scientific data sets
- hierarchical data
- massive amounts of data
- scientific databases
- scientific disciplines
- data collection
- scientific information
- image registration
- generative model
- life sciences
- scientific data management
- high dimensional
- geographically distributed
- scientific workflows
- medical images
- mr images
- structuring elements
- biological pathways
- network structure
- database systems
- high energy physics
- complex networks
- machine learning
- computational fluid dynamics
- fine grained