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Dataset to support paper entitled "SDF-GAN: Aerofoil shape parameterisation via an adversarial auto-encoder dataset"

Dataset to support paper entitled "SDF-GAN: Aerofoil shape parameterisation via an adversarial auto-encoder dataset"
Dataset to support paper entitled "SDF-GAN: Aerofoil shape parameterisation via an adversarial auto-encoder dataset"
Dataset associated with the SDF-GAN work. The data is available on request from https://library.soton.ac.uk/datarequest This dataset contains: Models directory, with interior directories containing epoch saves for AAE hyper-parameter survey models, alongside file showing hyper-parameter values and epoch performance statistics Synthetic_Data directory, containing coordinate, SDF and CST parameterisation coefficients for artificially created aerofoils using SVD sampling Validation_Data directory, containing coordinate, SDF and CST parameterisation coefficients for validation data aerofoils (artificially created aerofoils using SVD sampling) Synthetic_Data directory, containing coordinate, SDF and CST parameterisation coefficients for UIUC aerofoils Excel files, containing hyper-parameter survey results
University of Southampton
Bamford, Joshua, Thomas
e8cdc100-0e20-475c-8d67-01b191711526
Bamford, Joshua, Thomas
e8cdc100-0e20-475c-8d67-01b191711526

Bamford, Joshua, Thomas (2022) Dataset to support paper entitled "SDF-GAN: Aerofoil shape parameterisation via an adversarial auto-encoder dataset". University of Southampton doi:10.5258/SOTON/D2212 [Dataset]

Record type: Dataset

Abstract

Dataset associated with the SDF-GAN work. The data is available on request from https://library.soton.ac.uk/datarequest This dataset contains: Models directory, with interior directories containing epoch saves for AAE hyper-parameter survey models, alongside file showing hyper-parameter values and epoch performance statistics Synthetic_Data directory, containing coordinate, SDF and CST parameterisation coefficients for artificially created aerofoils using SVD sampling Validation_Data directory, containing coordinate, SDF and CST parameterisation coefficients for validation data aerofoils (artificially created aerofoils using SVD sampling) Synthetic_Data directory, containing coordinate, SDF and CST parameterisation coefficients for UIUC aerofoils Excel files, containing hyper-parameter survey results

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Published date: 6 May 2022

Identifiers

Local EPrints ID: 456828
URI: http://eprints.soton.ac.uk/id/eprint/456828
PURE UUID: e82cc497-06e7-4534-851e-6f355a8a1a3f

Catalogue record

Date deposited: 12 May 2022 16:45
Last modified: 24 Nov 2022 17:36

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