专著
[1] Lu XZ, Guan H, Earthquake Disaster Simulation of Civil Infrastructures: From Tall Buildings to Urban Areas (2nd Edition), Singapore: Springer, 2021. ISBN 978-981-15-9531-8. DOI: 10.1007/978-981-15-9532-5.
教材
[1] 陆新征, 蒋庆, 缪志伟, 潘鹏, 建筑抗震弹塑性分析(第二版), 中国建筑工业出版社, 2015.
[2] 江见鲸, 陆新征, 混凝土结构有限元分析(第二版), 北京: 清华大学出版社, 2013.
学术刊物
[1] Fei YF, Qin SZ, Liao WJ, Guan H, Lu XZ*, Graph neural network-assisted evolutionary algorithm for rapid optimization design of shear-wall structures, Advanced Engineering Informatics, 2025, 65, Part A: 103129. DOI: 10.1016/j.aei.2025.103129
[2] Qin SZ, Liao WJ, Huang YL, Zhang SL, Gu Y, Han J, Lu XZ*, Intelligent design for component size generation in reinforced concrete frame structures using heterogeneous graph neural networks, Automation in Construction, 2025, 171: 105967. DOI: 10.1016/j.autcon.2025.105967
[3] Gu Y, Huang YL, Liao WJ, Lu XZ*, Intelligent design of shear wall layout based on diffusion models, Computer-Aided Civil and Infrastructure Engineering, 2024, 39(23):3610-3625. DOI: 10.1111/mice.13236
[4] Qin SZ, Guan H, Liao WJ, Gu Y, Zheng Z, Xue HJ, Lu XZ*, Intelligent design and optimization system for shear wall structures based on large language models and generative artificial intelligence, Journal of Building Engineering, 2024, 95: 109996. DOI: 10.1016/j.jobe.2024.109996
[5] Fei YF, Liao WJ, Zhao PJ, Lu XZ*, Guan H, Hybrid surrogate model combining physics and data for seismic drift estimation of shear-wall structures, Earthquake Engineering & Structural Dynamics, 2024, 53(10): 3093-3112. DOI: 10.1002/eqe.4151
[6] Zhao PJ, Liao WJ, Huang YL, Lu XZ*, Beam layout design of shear wall structures based on graph neural networks, Automation in Construction, 2024, 158: 105223. DOI: 10.1016/j.autcon.2023.105223
[7] Liao WJ, Lu XZ*, Fei YF, Gu Y, Huang YL, Generative AI design for building structures, Automation in Construction, 2024, 157: 105187. DOI: 10.1016/j.autcon.2023.105187
[8] Fei YF, Liao WJ, Lu XZ*, Taciroglu E, Guan H, Semi-supervised learning method incorporating structural optimization for shear-wall structure design using small and long-tailed datasets, Journal of Building Engineering, 2023, 79: 107873. DOI: 10.1016/j.jobe.2023.107873
[9] Xu YJ, Lu XZ*, Fei YF, Huang YL, Hysteretic behavior simulation based on pyramid neural network: Principle, network architecture, case study and explanation, Advances in Structural Engineering, 2023, 26(13):2359-2374. DOI:10.1177/13694332231184322
[10] Zhao PJ, Fei YF, Huang YL, Feng YT, Liao WJ, Lu XZ*, Design-condition-informed shear wall layout design based on graph neural networks, Advanced Engineering Informatics, 2023, 58: 102190. DOI: 10.1016/j.aei.2023.102190
[11] Jin XL, Liao WJ, Tian Y, Xie LL, Lu XZ*, Numerical simulation and seismic performance analysis of sacrificial-energy dissipation beam-column joint, Engineering Structures, 2023, 296: 116979. DOI: 10.1016/j.engstruct.2023.116979
[12] Liao WJ, Wang XY, Fei YF, Huang YL, Xie LL, Lu XZ*, Base-isolation design of shear wall structures using physics-rule-co-guided self-supervised generative adversarial networks, Earthquake Engineering & Structural Dynamics, 2023, 52(11): 3281-3303. DOI:10.1002/eqe.3862
[13] Tian Y, Huang YL, Qu Z, Fei YF, Lu XZ*, High-performance uniform damping model for response history analysis in OpenSees, Journal of Earthquake Engineering, 2023, 27(11): 3136-3152. DOI: 10.1080/13632469.2022.2124557
[14] Tian Y, Lu XZ*, Huang DR, Wang T, SCI effects under complex terrains: shaking table tests and numerical simulation, Journal of Earthquake Engineering, 2023, 27(5): 1237-1260. DOI: 10.1080/13632469.2022.2074921
[15] Gu DL, Kareem A, Lu XZ*, Cheng QL, A computational framework for the simulation of wind effects on buildings in a cityscape, Journal of Wind Engineering and Industrial Aerodynamics, 2023, 234:105347. DOI: 10.1016/j.jweia.2023.105347
[16] Sun CJ, Gu DL, Lu XZ*, Three-dimensional structural displacement measurement using monocular vision and deep learning based pose estimation, Mechanical Systems and Signal Processing, 2023, 190: 110141. DOI: 10.1016/j.ymssp.2023.110141
[17] Zhao PJ, Liao WJ, Huang YL, Lu XZ*, Intelligent design of shear wall layout based on graph neural networks, Advanced Engineering Informatics, 2023, 55, 101886, DOI: 10.1016/j.aei.2023.101886
[18] Liao WJ, Fei YF, Ghahari F, Zhang WY, Chen PY, Kurtulus A, Yen CH, Cheng QL, Lu XZ*, Taciroglu E, Influence of accelerometer type on uncertainties in recorded ground motions and seismic damage assessment, Bulletin of Earthquake Engineering, 2022, 20: 4419-4439. DOI: 10.1007/s10518-022-01461-5
[19] Xu YJ, Lu XZ*, Fei YF, Huang YL, Iterative self-transfer learning: A general methodology for response time-history prediction based on small dataset, Journal of Computational Design and Engineering, 2022, 9(5): 2089–2102. DOI:10.1093/jcde/qwac098
[20] Zhao PJ, Liao WJ, Huang YL, Lu XZ*, Intelligent beam layout design for frame structure based on graph neural networks, Journal of Building Engineering, 2023, 63, Part A: 105499. DOI: 10.1016/j.jobe.2022.105499
[21] Zhao PJ, Liao WJ, Huang YL, Lu XZ*, Intelligent design of shear wall layout based on attention-enhanced generative adversarial network, Engineering Structures, 2023, 274, 115170. DOI: 10.1016/j.engstruct.2022.115170
[22] Fei YF, Liao WJ, Huang YL, Lu XZ*, Knowledge-enhanced generative adversarial networks for schematic design of framed tube structures, Automation in Construction, 2022, 144: 104619. DOI: 10.1016/j.autcon.2022.104619
[23] Tian Y, Sun CJ, Lu XZ*, Huang YL, Quantitative analysis of site-city interaction effects on regional seismic damage of buildings. Journal of Earthquake Engineering. 2022, 26(8): 4365-4385. DOI: 10.1080/13632469.2020.1828199
[24] Xu YJ, Lu XZ*, Tian Y, Huang YL, Real-Time seismic damage prediction and comparison of various ground motion intensity measures based on machine learning. Journal of Earthquake Engineering. 2022, 26(8): 4259-4279. DOI: 10.1080/13632469.2020.1826371
[25] Zhao PJ, Liao WJ, Xue HJ, Lu XZ*, Intelligent design method for beam and slab of shear wall structure based on deep learning, Journal of Building Engineering, 2022, 57: 104838. DOI: 10.1016/j.jobe.2022.104838
[26] Lu XZ*, Liao WJ, Zhang Y, Huang YL, Intelligent structural design of shear wall residence using physics-enhanced generative adversarial networks, Earthquake Engineering & Structural Dynamics, 2022, 51(7): 1657-1676. DOI: 10.1002/eqe.3632
[27] Xu YJ, Lu XZ*, Cetiner B, Taciroglu E. Real-time regional seismic damage assessment framework based on long short-term memory neural network. Computer-Aided Civil and Infrastructure Engineering, 2021. 36(4): 504-521. DOI: 10.1111/mice.12628
[28] Lu XZ*, Yang ZB, Xu Z, Xiong C, Scenario simulation of indoor post-earthquake fire rescue based on building information model and virtual reality. Advances in Engineering Software, 2020, 143, 102792. DOI: 10.1016/j.advengsoft.2020.102792
[29] Xiong C, Li QS, Lu XZ*, Automated regional seismic damage assessment of buildings using an unmanned aerial vehicle and a convolutional neural network, Automation in Construction, 2020, 109, 102994. DOI: 10.1016/j.autcon.2019.102994.
[30] Lu XZ*, Zhang L, Lin KQ, Li Y, Improvement to composite frame systems for seismic and progressive collapse resistance, Engineering Structures, 2019, 186: 227-242. DOI: 10.1016/j.engstruct.2019.02.006
[31] Lin KQ, Lu XZ*, Li Y, Guan H, Experimental study of a novel multi-hazard resistant prefabricated concrete frame structure, Soil Dynamics and Earthquake Engineering, 2019, 119: 390-407. DOI: 10.1016/j.soildyn.2018.04.011
[32] Xu Z, Lu XZ*, Zeng X, Xu YJ, Li Y, Seismic loss assessment for buildings with various-LOD BIM data, Advanced Engineering Informatics, 2019, 39: 112-126. DOI: 10.1016/j.aei.2018.12.003
[33] Lu XZ*, Lin KQ, Li CF, Li Y, New analytical calculation models for compressive arch action in reinforced concrete structures, Engineering Structures, 2018, 168: 721-735. DOI: 10.1016/j.engstruct.2018.04.097.
[34] Lu XZ*, Tian Y, Guan H, Xiong C, Parametric sensitivity study on regional seismic damage prediction of reinforced masonry buildings based on time-history analysis, Bulletin of Earthquake Engineering, 2017, 15(11): 4791-4820. DOI: 10.1007/s10518-017-0168-9.
[35] Lu XZ*, Xie LL, Yu C, Lu X, Development and application of a simplified model for the design of a super-tall mega-braced frame-core tube building. Engineering Structures, 2016, 110: 116-126. DOI: 10.1016/j.engstruct.2015.11.039
[36] Lu XZ*, Xie LL, Guan H, Huang YL, Lu X, A shear wall element for nonlinear seismic analysis of super-tall buildings using OpenSees. Finite Elements in Analysis & Design, 2015, 98: 14-25. DOI: 10.1016/j.finel.2015.01.006
[37] Lu XZ*, Han B, Hori M, Xiong C, Xu Z, A coarse-grained parallel approach for seismic damage simulations of urban areas based on refined models and GPU/CPU cooperative computing. Advances in Engineering Software, 2014, 70: 90-103. DOI: 10.1016/j.advengsoft.2014.01.010
[38] Xu LJ, Lu XZ*, Guan H, Zhang YS. Finite-element and simplified models for collision simulation between over-height trucks and bridge superstructures. Journal of Bridge Engineering, ASCE. 2013, 18(11): 1140–1151. DOI:10.1061/(ASCE)BE.1943-5592.0000472
[39] Lu X, Lu XZ*, Guan H, Ye LP, Collapse simulation of reinforced concrete high-rise building induced by extreme earthquakes. Earthquake Engineering & Structural Dynamics, 2013, 42(5): 705-723. DOI:10.1002/eqe.2240
[40] Lu X, Lu XZ*, Zhang WK, Ye LP, Collapse simulation of a super high-rise building subjected to extremely strong earthquakes. Science China-Technological Sciences, 2011. 54(10): p. 2549-2560.
[41] Lu XZ, Teng JG, Ye LP, Jiang JJ, Bond-slip models for FRP sheets/plates bonded to concrete. Engineering Structures, 2005. 27(6): p. 920-937.
[42] Lu XZ, Ye LP, Teng JG, Jiang JJ, Meso-scale finite element model for FRP sheets/plates bonded to concrete. Engineering Structures, 2005. 27(4): p. 564-575.
发明专利
[1] 陆新征, 费一凡, 廖文杰, 基于文本-图像多模态融合扩散模型的建筑结构设计方法,2024/10/29
[2] 陆新征, 赵鹏举, 廖文杰,基于图节点分类图神经网络的剪力墙设计方法和装置,2023/10/31
[3] 陆新征, 廖文杰, 赵鹏举, 费一凡, 基于图像嵌入图神经网络模型的建筑结构布置方法,2023/09/12
[4] 陆新征, 赵鹏举, 廖文杰, 费一凡, 生成式建筑结构设计方案的再优化设计方法和装置,2023/03/24
[5] 陆新征, 廖文杰, 郑哲, 基于对抗生成网络的剪力墙结构布置方法和装置,2021/09/14