欢迎来到某某声学隔音工程有限公司官方网站!
富联注册登录-富联商务站 热线电话
您现在的位置: 主页 > 富联新闻 > 公司动态The generation method of innovative structures based on topology optimization and deep learning
The generation method of innovative structures based on topology optimization and deep learning
作者:佚名    日期:2024-09-09    阅读()
[1]

As I,Pal S,Basu P.Artificial intelligence in architecture:Generating conceptual design via deep learning[J].International Journal of Architectural Computing,2018, 16(4):306-327.

[2]

Balachandran M.Knowledge-Based Optimum Design[M].Southampton:WIT Press,1992.

[3]

Plocher J,Panesar A.Review on design and structural optimisation in additive manufacturing:Towards next-generation lightweight structures[J].Materials&Design,2019, 183(6):108164.

[4]

Krish S.A practical generative design method[J].Computer-Aided Design,2011, 43(1):88-100.

[5]

蔡安江,杨奇琦.基于变密度法的平模台振加强筋布局优化[J].计算力学学报,2021, 38(1):66-72.(CAI An-jiang,YANG Qi-qi.Flat vibrostand stiffener layout optimization using variable density method[J].Chinese Journal of Computational Mechanics,2021, 38(1):66-72.(in Chinese))

[6]

叶俊,高博青,董石麟.基于线性鲁棒性优化的弦支结构设计及分析[J].计算力学学报,2014, 31(2):149-154.(YE Jun,GAO Bo-qing,DONG Shi-lin.Li-near robustness based optimization design of cable supported structure and its performance analysis[J].Chinese Journal of Computational Mechanics,2014, 31(2):149-154.(in Chinese))

[7]

Amir O,Aage N,Lazarov B S.On multigrid-CG for efficient topology optimization[J].Structural and Multidisciplinary Optimization,2014, 49(5):815-829.

[8]

LeCun Y,Bengio Y,Hinton G.Deep Learning[J].Nature,2015, 521(7553):436-444.

[9]

Kallioras N A,Kazakis G,Lagaros N D.Accelerated topology optimization by means of deep learning[J].Structural and Multidisciplinary Optimization,2020, 62(3):1185-1212.

[10]

Sosnovik I,Oseledets I.Neural networks for topology optimization[J].Russian Journal of Numerical Analysis and Mathematical Modelling,2019, 34(4):215-223.

[11]

Lee S,Kim H,Lieu Q X,et al.CNN-based image re-cognition for topology optimization[J].Knowledge-Based Systems,2020, 198:105887.

[12]

Lin Q Y,Hong J,Liu Z,et al.Investigation into the topology optimization for conductive heat transfer based on deep learning approach[J].International Communications in Heat and Mass Transfer,2018, 97(5):103-109.

[13]

Li B T,Huang C J,Li X,et al.Non-iterative structural topology optimization using deep learning[J].Computer-Aided Design,2019, 115(10):172-180.

[14]

Yu Y,Hur T,Jung J,et al.Deep learning for determining a near-optimal topological design without any ite-ration[J].Structural and Multidisciplinary Optimization,2019, 59(3):787-799.

[15]

Mao X D,Li Q,Xie H R,et al.Least Squares Generative Adversarial Networks[A].16th IEEE International Conference on Computer Vision (ICCV)[C].2017.

[16]

Sokolić J,Giryes R,Sapiro G,et al.Robust large margin deep neural networks[J].IEEE Transactions on Signal Processing,2017, 65(16):4265-4280.

[17]

Zhou J,Wang H D,Wei J L,et al.Adaptive moment estimation for polynomial nonlinear equalizer in PAM8-based optical interconnects[J].Optics Express,2019, 27(22):32210-32216.

[18]

Kang Z,Wang Y Q.Structural topology optimization based on non-local Shepard interpolation of density field[J].Computer Methods in Applied Mecha-nics and Engineering,2011, 200(49-52):3515-3525.

[19]

Wang Y Q,Kang Z,He Q Z.An adaptive refinement approach for topology optimization based on separated density field description[J].Computers&Structures,2013, 117:10-22.

上一篇:力学超材料非线性拓扑优化设计的最新研究成果 下一篇:暂无

平台注册入口