BF-GAN is a conditional GAN that generates realistic bubbly flow images from superficial gas and liquid velocities, with reported image-quality metrics above a conventional GAN and mixed physical-parameter agreement.
Elementary Approximations to the area of N-Dimensional Ellipsoids
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BF-GAN: Development of an AI-driven Bubbly Flow Image Generation Model Using Generative Adversarial Networks
BF-GAN is a conditional GAN that generates realistic bubbly flow images from superficial gas and liquid velocities, with reported image-quality metrics above a conventional GAN and mixed physical-parameter agreement.