Intelligent generative structural design method for shear wall building based on “fused-text-image-to-image” generative adversarial networks

作者：

Highlights：

• Intelligent generative structural design method based on the text and images guidance.

• Novel generative adversarial networks fusing text and image to synthesis image.

• Few-shot learning for text and image features extraction, fusion, and generation.

• Universally high performance also in other designs, additional to structural design.

摘要

•Intelligent generative structural design method based on the text and images guidance.•Novel generative adversarial networks fusing text and image to synthesis image.•Few-shot learning for text and image features extraction, fusion, and generation.•Universally high performance also in other designs, additional to structural design.

论文关键词：Intelligent generative structural design for building,Generative adversarial networks (GAN),Text guidance,Fused-text-image feature,Design performance analysis

论文评审过程：Received 22 October 2021, Revised 27 June 2022, Accepted 10 August 2022, Available online 13 August 2022, Version of Record 19 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118530