CcDPM: A Continuous Conditional Diffusion Probabilistic Model for Inverse Design
Yanxuan Zhao,
Peng Zhang,
Guopeng Sun
et al.
Abstract:Engineering design methods aim to generate new designs that meet desired performance requirements. Past work has directly introduced conditional Generative Adversarial Networks (cGANs) into this field and achieved promising results in single-point design problems(one performance requirement under one working condition). However, these methods assume that the performance requirements are distributed in categorical space, which is not reasonable in these scenarios. Although Continuous conditional GANs (CcGANs) i… Show more
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