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Aided design of bridge aesthetics based on Stable Diffusion fine-tuning
Leye Zhang, Xiangxiang Tian, Chengli Zhang +1
Stable Diffusion fine-tuning technique is tried to assist bridge-type innovation. The bridge real photo dataset is built, and Stable Diffusion is fine tuned by using four methods t…
Economic span selection of bridge based on deep reinforcement learning
Leye Zhang, Xiangxiang Tian, Chengli Zhang +1
Deep Q-network algorithm is used to select economic span of bridge. Selection of bridge span has a significant impact on the total cost of bridge, and a reasonable selection of spa…
Kinematic analysis of structural mechanics based on convolutional neural network
Leye Zhang, Xiangxiang Tian, Hongjun Zhang
Attempt to use convolutional neural network to achieve kinematic analysis of plane bar structure. Through 3dsMax animation software and OpenCV module, self-build image dataset of g…