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陆新征 cover

陆新征 (Xinzheng Lu)

Department of Civil Engineering

59H-index
531Paper Count
1.4WCitation Count
Published Papers 153
Publication Date
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Graph-based data-physics hybrid surrogate modeling for seismic response estimation of steel moment frame building portfolios
errBulletin of Earthquake Engineering
IF4.1
err2026-08-11
err0
PREAI
errShandy Rianto; Xinzheng Lu
errShare
errSave
A knowledge distillation-based transfer learning framework for peak seismic response prediction of urban building clusters
errEngineering Structures
IF6.4
err2026-07-07
err0
PREAI
errQingle Cheng; Xiangchi Meng; Haotian Ren; Xinzheng Lu
errShare
errSave
GNN-based prediction of period reduction for precast shear walls with infill
errStructural Concrete
IF3.3
err2026-05-07
err0
PREAI
errWenji Su; Hanqin Wang; Qing Jiang; Xun Chong; Wenjie Liao; Xinzheng Lu
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errSave
Long-term urban resilience trajectories following earthquakes
errnpj Urban Sustainability
IF8.8
err2026-04-27
err0
errOAAI
errZhen Xu; Yingying Wu; Yuan Tian; Donglian Gu; Qingrui Yue; Xinzheng Lu
errShare
errSave
Vehicle-induced bridge dynamic response monitoring and displacement estimation using distributed acoustic sensing
errEngineering Structures
IF6.4
err2026-02-14
err0
PREAI
errYichen Zhong; Chen Gu; Peng Wu; Zhanxiong Ma; Zhi Yuan; Zhuoyu Chen; Jiawei He; Chenrui Fan; Jiahui Wang; Dikai Wang; Xinzheng Lu
errShare
errSave
Intelligent design of dimensions of reinforced concrete frame structure components using diffusion models
errComputers in Industry
IF9.1
err2025-12-18
err0
PREAI
errYi Gu; Sizhong Qin; Wenjie Liao; Xinzheng Lu
errShare
errSave
Graph neural network-based region-building seismic damage prediction
errEngineering Structures
IF6.4
err2025-12-05
err0
PREAI
errFangyu Liu; Xinzheng Lu; Wenqi Ding; Yongjia Xu
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errSave
AI-powered automatic design of fire sprinkler layout for random building floorplans
errJournal of Infrastructure Intelligence and Resilience
IF0
err2025-12-01
err0
errOAAI
errZeng, Yanfu; Liu, Xinyi; Ding, Yifei; Zheng, Zhe; Zhang, Tianhang; Huang, Xinyan; Lu, Xinzheng
errShare
errSave
Generative model-based building evacuation simulation for safety design
errJournal of Building Engineering
IF7.4
err2025-11-12
err0
PREAI
errJin Han; Zhe Zheng; Yi Gu; Jia-Rui Lin; Xin-Zheng Lu
errShare
errSave
Translating regulatory clauses into executable codes for building design checking via large language model driven function matching and composing
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-22
err0
PREAI
errZhe Zheng; Jin Han; Ke-Yin Chen; Xin-Yu Cao; Xin-Zheng Lu; Jia-Rui Lin
errShare
errSave
Pretrained graph neural network for embedding semantic, spatial, and topological data in building information models
errComputer-Aided Civil and Infrastructure Engineering
IF9.1
err2025-09-11
err0
errOAAI
errJin Han; Xin-Zheng Lu; Jia-Rui Lin
errShare
errSave
Exact Dirichlet boundary multi-resolution hash encoding solver for structures
errComputer-Aided Civil and Infrastructure Engineering
IF9.1
err2025-09-01
err0
errOAAI
errXiaoge Tian; Jiaji Wang; Xinzheng Lu
errShare
errSave
Enhanced recoverable particle swarm optimization with adaptive population size reduction for complex engineering problems
errStructural and Multidisciplinary Optimization
IF4
err2025-06-18
err0
PREAI
errKaiqi Lin; Yuchen Tang; Juncheng Zeng; Xinzheng Lu; Zhongguo Guan
errShare
errSave
Graph neural network-assisted evolutionary algorithm for rapid optimization design of shear-wall structures
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2025-05-01
err0
PREAI
errFei, Yifan; Qin, Sizhong; Liao, Wenjie; Guan, Hong; Lu, Xinzheng
errShare
errSave
Intelligent co-design of shear wall and beam layouts using a graph neural network
errAUTOMATION IN CONSTRUCTION
IF11.5
err2025-04-01
err0
PREAI
errXia, Jikang; Liao, Wenjie; Han, Bo; Zhang, Shulu; Lu, Xinzheng
errShare
errSave
Comparative analysis of intelligent retrofit design methods of RC frame structures using buckling-restrained braces
errBULLETIN OF EARTHQUAKE ENGINEERING
IF4.1
err2025-04-01
err0
PREAI
errQin, Sizhong; Liao, Wenjie; Tan, Zhuang; Hu, Kongguo; Gao, Yuan; Lu, Xinzheng
errShare
errSave
Intelligent design for component size generation in reinforced concrete frame structures using heterogeneous graph neural networks
errAUTOMATION IN CONSTRUCTION
IF11.5
err2025-03-01
err1
PREAI
errQin, Sizhong; Liao, Wenjie; Huang, Yuli; Zhang, Shulu; Gu, Yi; Han, Jin; Lu, Xinzheng
errShare
errSave
Intelligent generation and interpretability analysis of shear wall structure design by learning from multidimensional to high-dimensional features
errENGINEERING STRUCTURES
IF6.4
err2025-02-01
err0
PREAI
errYu, Yue; Chen, You; Liao, Wenjie; Wang, Zihang; Zhang, Shulu; Kang, Yongjun; Lu, Xinzheng
errShare
errSave
An anti-occlusion vision-based method for structural motion estimation
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-02-01
err0
PREAI
errHou, Jiale; Zhang, Yi; Lu, Xinzheng; Cai, Enjian; Wei, Kai; Luo, Min; Guo, Jing; Ma, Zhanxiong; Sohn, Hoon; Guo, Tong
errShare
errSave
Intelligent generation and optimization method for the retrofit design of RC frame structures using buckling-restrained braces
errEARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS
IF5
err2024-11-14
err2
PREAI
errTan, Zhuang; Qin, Sizhong; Hu, Kongguo; Liao, Wenjie; Gao, Yuan; Lu, Xinzheng
errShare
errSave

Research Directions

结构智能设计、城市综合防灾、结构数值模拟学术及其他社会兼职建筑数字孪生模型推演与虚实交互关键技术研究城市地震巨灾情景构建技术城市密集建筑群地震灾害链效应与抗灾韧性研究融合智能生成和智能优化的框架-剪力墙结构设计方法研究面向建筑结构设计领域大模型的生成式AI智能设计平台研究基于深度对抗学习的智能生成式建筑结构设计方法研究面向“韧性防灾”的地震与连续倒塌综合防御钢框架研究代表性学术成果
Co-authors
Cooperation Journals
C
C. Guedes Soares
H-index: 104 · Papers: 2.5K
X
Xiaoying Zhuang
H-index: 92 · Papers: 701
J
J.G. Teng
H-index: 88 · Papers: 535
A
Ahsan Kareem
H-index: 72 · Papers: 509
H
Hoon Sohn
H-index: 67 · Papers: 695
View more