Page 3 - 《爆炸与冲击》2026年第5期

EXPLOSION AND SHOCK WAVES

Vol. 46, No. 5, 2026 (Sum No. 271)

CONTENTS

Introduction of Special Issue on Artificial Intelligence Empowered Shock Dynamics ···················· ZHENG Zhijun, GUO Weiguo 051401
Editors-in-Chief of the Special Issue ·············································································· ZHENG Zhijun, GUO Weiguo 051402

·On the Cover·

A physics-information and data fusion-driven method for rapid prediction of blast loads in complex urban environments ···············
·································································································· HUANG Yang, LUO Dingkun, CHEN Suwen 051411

·Constitutive Modeling & Data Augmentation·
Characterization method of material constitutive relationship at high strain rates based on GNN/KAN ······································
·································································································· YUAN Jichen, HUANG Xiaxu, XIE Guoliang 051421
Deep learning-based prediction of high-strain-rate shock response in metastable high-entropy alloys ········································
·········································································································· LIU Chuanzhi, AN Wen, XIONG Qilin 051422
A deep learning prediction method for growth of micro voids in single-crystal metal ···························································
··················································· SU Hao, ZHAO Leiyang, CONG Longyue, CHEN Cong, GUAN Tianyuan, LIU Yan 051423
Parameter inversion of rock RHT constitutive model using PAWN global sensitivity analysis and intelligent optimization algorithm ··
····································································· TIAN Haofan, SHAO Zekai, YU Ji, YOU Shuai, WANG Zhengzheng 051424
·Intelligent Simulation & Accurate Prediction·

Combustible gas leakage and diffusion prediction based on graph neural network ······························································
··························································································· FENG Bin, GUAN Shaokun, CHEN Li, FANG Qin 051431
A prediction model for projectile ballistic characteristics in multi-layered spaced concrete thin targets based on CNN ····················
···························· LIANG Junxuan, MA Luyao, LIU Chuang, SHEN Taoran, ZHAI Zhe, XIAO Chuan, ZHANG Xianfeng 051432
Spatial dispersion characteristics of behind-armor debris generated during the penetration of tantalum alloy explosively-formed
projectile ·················································· WEI Guoxu, XU Hongwei, GUO Rui, LI Xiangdong, ZHANG Lei, JI Long 051433
Shock wave pressure modeling using long short-term memory network based on variational mode decomposition processing ··········
······················································································································· LUO Yaojia, ZHANG Zhijie 051434
Modeling and prediction of blast-Induced response in RC columns using graph neural networks ·············································
········ PAN Liujuan, ZHANG Yongqi, WANG Zhiqiao, WANG Mingchuan, HE Yong, HU Jie, WU Weitao, PENG Jiangzhou 051435
A phase-field and Fourier neural operator-based method for predicting crack evolution in column-shell structures ························
·························································································· QIE Yadong, LI Xiang, YAO Songlin, ZHANG Hao 051436

·Structural Optimization & Safety Assessment·

Machine learning-driven low-velocity impact response prediction and multi-objective optimization of origami metamaterial
sandwich ···················································· HAN Sihao, LI Chunlei, SU Buyun, JING Lin, HAN Qiang, YAO Xiaohu 051441
Data-driven multi-objective optimization for lattice-based metamaterials ·········································································
················· XIAO Lijun, ZHU Yanlin, SHI Gaoquan, LI Yinan, LI Runzhi, HUI Xulong, ZHANG Ruigang, SONG Weidong 051442
Blast damage assessment model of PC slabs based on XGBoost ················· ZHAO Chunfeng, WU Yixiu, XIANG Siqi, LI Xiaojie 051443
Research on the knowledge graph of accidental explosion damage ················································································
·········································································· WANG Jimin, JIANG Can, HAN Bin, WANG Xing, ZHANG Lei 051444
Prediction of gas explosion consequences in residential buildings based on artificial neural network ········································
·················· HU Qianran, SHEN Xingyu, ZHANG Qi, YUAN Mengqi, FAN Wulong, WANG Jizhe, YANG Huijie, LIN Rui 051445