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cfdformer

https://github.com/hyoeunkang/cfdformer

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
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    Scientific vocabulary similarity
    Low similarity (5.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: HyoeunKang
  • Language: MATLAB
  • Default Branch: main
  • Size: 13.7 KB
Statistics
  • Stars: 3
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created about 3 years ago · Last pushed about 3 years ago
Metadata Files
Readme Citation

README.md

CFDformer

CFDformer: Novel Fluid Flow Approximation based on ViT and U-Net

A project concerned with the prediction of velocity field using ViT and U-Net architectures. If you exploit this work for your own research, please consider citing the article or the pre-print. This work was produced during the PhD thesis of Hyoeun Kang.

Features

  • We use CFDTool to generate a dataset
  • We fixed the inlet and outlet in a 2D space with Width=200, Height=300
  • We set the boundary condition elements {0: inner of an obstacle, 1: cell, 2: non-slip wall, 3: inlet, 4: outlet, 5: wall of an obstacle}
  • We collect data while changing two velocity components

Needs

Owner

  • Name: HyoeunKang
  • Login: HyoeunKang
  • Kind: user
  • Company: Pusan National University

Citation (CITATION.cff) 

cff-version: 0.1.0
message: "If you use this code, please cite it as below."
authors:
- family-names: Kang
  given-names: Hyoeun
  orcid: "https://orcid.org/0000-0002-9651-7439"
title: "CFDformer dataset generation"
version: 0.1.0
doi: 10.5281/zenodo.7527624
date-released: 2023-01-12
url: "https://github.com/HyoeunKang/cfdforme"

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