articleComputer Methods in Applied Mechanics and EngineeringNov 21, 2019GREEN OA

Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data

LSLuning SunHGHan GaoSPShaowu PanJWJianxun Wang

University of Notre Dame · University of Michigan

Indexed inarxivcrossref

Abstract

No abstract available for this paper.

Citation impact

961
total citations
FWCI
39.48
Percentile
100%
References
102
Citations per year

Authors

4

Topics & keywords

Topics
Keywords
  • Discretization
  • Surrogate model
  • Curse of dimensionality
  • Computer science
  • Fluid dynamics
  • Artificial neural network
  • Computational fluid dynamics
  • Uncertainty quantification
No related works found for this paper.

Funding