专题介绍

人工智能Artificial Intelligence (AI) 是研究、开发用于模拟、延伸和扩展人的智能的理论、方法、技术及应用系统的一门新的技术科学。人工智能是智能学科重要的组成部分，旨在了解智能的实质，产生能以人类智能相似的方式做出反应的智能机器，该领域的研究包括机器人、语言识别、图像识别、自然语言处理和专家系统等。人工智能从诞生以来，理论和技术日益成熟，应用领域也不断扩大。

本专题介绍AI在土木工程领域数值分析方法相关的科学研究进展，目前已录用论文主题包括非线性不确定性量化全局灵敏度代理模型、非支配排序遗传算法抗震措施优化设计、松鼠搜索算法可持续混凝土抗压强度预测、火灾条件下铝合金节点网壳的数值分析等。

混凝土应力数据分布图（Enming LI, Ning ZHANG, Bin XI, Jian ZHOU, Xiaofeng GAO. Compressive strength prediction and optimization design of sustainable concrete based on squirrel search algorithm-extreme gradient boosting technique. Frontiers of Structural and Civil Engineering, 17(9), 1310-1325）

专题目录
RESEARCH ARTICLENumerical analysis of aluminum alloy reticulated shells with gusset joints under fire conditionsShaojun ZHU, Zhangjianing CHENG, Chaozhong ZHANG, Xiaonong GUOFrontiers of Structural and Civil Engineering, 2023, 17(3): 448-466.https://doi.org/10.1007/s11709-022-0910-5RESEARCH ARTICLECompressive strength prediction and optimization design of sustainable concrete based on squirrel search algorithm-extreme gradient boosting techniqueEnming LI, Ning ZHANG, Bin XI, Jian ZHOU, Xiaofeng GAOFrontiers of Structural and Civil Engineering, 2023, 17(9): 1310-1325.https://doi.org/10.1007/s11709-023-0997-3RESEARCH ARTICLEOptimization design of anti-seismic engineering measures for intake tower based on non-dominated sorting genetic algorithm-IIJia’ao YU, Zhenzhong SHEN, Zhangxin HUANG, Haoxuan LIFrontiers of Structural and Civil Engineering, 2023, 17(9): 1428-1441.https://doi.org/10.1007/s11709-023-0998-2RESEARCH ARTICLEA surrogate model for uncertainty quantification and global sensitivity analysis of nonlinear large-scale dome structuresHuidong ZHANG, Yafei SONG, Xinqun ZHU, Yaqiang ZHANG, Hui WANG, Yingjun GAOhttps://doi.org/10.1007/s11709-023-0007-9(in press)