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