optiwingairfoilsdatabase

This repository contains the database of airfoils utilized in the project titled "Gradient-Based Regularization for Inverse Airfoil Design" conducted in IIT Madras during the period 2023-24. This database has been obtained from the open-source contribution at the UIUC Airfoil Data Site. The authors do not claim ownership of this data.

https://github.com/therealram18/optiwingairfoilsdatabase

Science Score: 44.0%

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CITATION.cff file
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codemeta.json file
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Scientific vocabulary similarity
Low similarity (4.4%) to scientific vocabulary

Last synced: 9 months ago · JSON representation ·

Repository

Basic Info

Host: GitHub
Owner: therealram18
License: mit
Default Branch: main
Size: 2.89 MB

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Created 11 months ago · Last pushed 11 months ago

Metadata Files

Readme License Citation

README.md

What is the Dataset ?

The above dataset contains x, y, Cp values of 1598 different 2-D cross-sections of airfoils with a panel size of 160. The airfoil co-ordinates for different over 1598 different airfoils were downloaded from the UIUC database, passed through XFoil for repanelling and generating corresponding Cp values. They were then packaged as a parquet file.

Using the Dataset ?

The above dataset can be used by downloading the parquet file and using pandas to import it as follows : ```python import pandas as pd df = pd.readparquet("<filelocation>") X = df['x'] # contains 1598 tensors of size (160) Y = df['y'] # contains 1598 tensors of size (160) CP = df['Cp'] # contains 1598 tensors of size (160)

```

Owner

Login: therealram18
Kind: user

Repositories: 1
Profile: https://github.com/therealram18

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: OptiWing Airfoils Database
message: >-
  If you use this dataset, please cite it using the metadata
  from this file.
type: dataset
authors:
  - given-names: Ruthwik
    family-names: Chivukula
    affiliation: IIT Madras
  - given-names: Sriram
    family-names: Pillutla
    affiliation: IIT Madras
  - given-names: Anirudh
    family-names: Kalyan
    affiliation: IIT Madras
  - given-names: Akshay
    family-names: Govind
    affiliation: IIT Madras
  - given-names: Shabarish
    family-names: Balaji
    affiliation: IIT Madras
  - given-names: Yash
    family-names: Gawande
    affiliation: IIT Madras
repository-code: 'https://github.com/therealram18/OptiwingAirfoilsDatabase'
abstract: >-
  This is an airfoil database curated for inverse airfoil
  design, using the airfoils stored in the UIUC Airfoil Data
  Site.
license: MIT
date-released: '2025-07-24'

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