https://github.com/casus/pde-learning

Learning Partial Differential Equations by Spectral Approximates of General Sobolev Spaces

https://github.com/casus/pde-learning

Science Score: 26.0%

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    Low similarity (3.4%) to scientific vocabulary

Keywords

approximation inverse-problems pde-solver
Last synced: 5 months ago · JSON representation

Repository

Learning Partial Differential Equations by Spectral Approximates of General Sobolev Spaces

Basic Info
  • Host: GitHub
  • Owner: casus
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 4.02 MB
Statistics
  • Stars: 6
  • Watchers: 2
  • Forks: 2
  • Open Issues: 2
  • Releases: 0
Topics
approximation inverse-problems pde-solver
Created about 3 years ago · Last pushed over 1 year ago
Metadata Files
Readme

README.txt

This framework contains the results submitted on the paper "Negative Order Sobolev Cubatures: Preconditioners of Partial Differential Equation Learning Tasks Circumventing Numerical Stiffness",
submitted to IOP Machine Learning: Science and Technology ArXiv preprint is available, https://doi.org/10.48550/arXiv.2301.04887

The code was developed by Phil-Alexander Hofmann : p.hofmann@hzdr.de, under the supervision of:
  - Juan-Esteban Suarez : j.suarez-cardona@hzdr.de
  - Dr. Michael Hecht : m.hecht@hzdr.de
All members of the Center for Advanced Systems Understanding (CASUS)

Owner

  • Name: Center for Advanced Systems Understanding
  • Login: casus
  • Kind: organization
  • Email: m.bussmann@hzdr.de
  • Location: Görlitz, Germany

Official Github Organization account of the Center for Advanced Systems Understanding

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