GANs and Closures: Micro-Macro Consistency in Multiscale Modeling
Author:
Affiliation:
1. Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD 21218 USA.
2. Pritzker School of Molecular Engineering, University of Chicago, Chicago, IL 60637 USA.
Funder
Multidisciplinary University Research Initiative
Air Force Office of Scientific Research
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Computer Science Applications,General Physics and Astronomy,Ecological Modeling,Modeling and Simulation,General Chemistry
Reference45 articles.
1. LIII. On lines and planes of closest fit to systems of points in space
2. Nonlinear principal component analysis using autoassociative neural networks
3. A Global Geometric Framework for Nonlinear Dimensionality Reduction
4. Nonlinear Dimensionality Reduction by Locally Linear Embedding
5. Diffusion maps
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