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Physics-Informed Simulator.pdf

2211.13698.pdf
Preview of Physics-Informed Simulator
🔗 Source: arxiv.org
📊 Size: 2.53 MB
📄 Pages: 9 pages
⬇️ Downloads: 89

Summary

A parametric adaptive greedy Latent Space Dynamics Identification (gLaSDI) framework is developed for accurate and efficient data-driven physics-informed greedy auto-encoder simulators of high-dimensional nonlinear dynamical systems, achieving 121 to 2,658 × speed-up with 1 to 5% relative errors for radial advection and 2D Burgers dynamical problems.

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Description

A parametric adaptive greedy Latent Space Dynamics Identification (gLaSDI) framework is developed for accurate and efficient data-driven physics-informed...

Technical Information

  • File Format: PDF
  • File Size: 2.53 MB
  • Pages: 9
  • Language: EN
  • Total Downloads: 89
  • Last Updated: 1 week ago

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