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Level Set Learning with Pseudoreversible Neural Networks for Nonlinear Dimension Reduction in Function Approximation

  • Published:2023-06-05 Issue:3 Volume:45 Page:A1148-A1171
  • ISSN:1064-8275
  • Container-title:SIAM Journal on Scientific Computing
  • language:en
  • Short-container-title:SIAM J. Sci. Comput.

Author:

Teng Yuankai1ORCID,Wang Zhu1,Ju Lili2ORCID,Gruber Anthony3ORCID,Zhang Guannan4ORCID

Affiliation:

1. Department of Mathematics, University of South Carolina, Columbia, SC 29208 USA.

2. Corresponding author. Department of Mathematics, University of South Carolina, Columbia, SC 29208 USA.

3. Department of Scientific Computing, Florida State University, Tallahassee, FL 32306 USA.

4. Computer Science and Mathematics Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831 USA.

Funder

Oak Ridge National Laboratory

Office of Science

DOE Office of Advanced Scientific Computing Research

DOE Office of Earth and Environmental System Modeling

Scientific Discovery through Advanced Computing

Biological and Environmental Research

National Science Foundation

U.S. Department of Energy

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Computational Mathematics

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