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Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering最新文献

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Topology optimization of acoustic-structural systems based on deep transfer learning framework for enhancing sound quality 基于深度迁移学习框架的声结构系统拓扑优化
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.2.6
L. Xu, W.S. Zhang, X. Guo
{"title":"Topology optimization of acoustic-structural systems based on deep transfer learning framework for enhancing sound quality","authors":"L. Xu, W.S. Zhang, X. Guo","doi":"10.4203/ccc.5.2.6","DOIUrl":"https://doi.org/10.4203/ccc.5.2.6","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124952374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing thermal topology optimization with an elasto-plastic algorithm 用弹塑性算法增强热拓扑优化
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.1.6
M. M. Rad, M. Habashneh, R. Cucuzza, M. Domaneschi, J. Melchiorre
{"title":"Enhancing thermal topology optimization with an elasto-plastic algorithm","authors":"M. M. Rad, M. Habashneh, R. Cucuzza, M. Domaneschi, J. Melchiorre","doi":"10.4203/ccc.5.1.6","DOIUrl":"https://doi.org/10.4203/ccc.5.1.6","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"254 15","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113983185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Comparison of Neural Networks and Random Forest for predicting the subsurface tensile strength of cementitious composites containing waste materials 神经网络与随机森林预测含废胶凝复合材料地下抗拉强度的比较
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.3.2
S. Czarnecki, M. Moj
{"title":"A Comparison of Neural Networks and Random Forest for predicting the subsurface tensile strength of cementitious composites containing waste materials","authors":"S. Czarnecki, M. Moj","doi":"10.4203/ccc.5.3.2","DOIUrl":"https://doi.org/10.4203/ccc.5.3.2","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131247297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Domain decomposition deep energy method for phase field analysis in brittle fracture 脆性断裂相场分析的区域分解深能法
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.4.1
A Chakraborty, C. Anitescu, S. Goswami, X. Zhuang, T. Rabczuk
{"title":"Domain decomposition deep energy method for phase field analysis in brittle fracture","authors":"A Chakraborty, C. Anitescu, S. Goswami, X. Zhuang, T. Rabczuk","doi":"10.4203/ccc.5.4.1","DOIUrl":"https://doi.org/10.4203/ccc.5.4.1","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"696 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121995010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A stepwise Bayesian updating approach by enhancing an active learning Gaussian process regression model 基于主动学习高斯过程回归模型的逐步贝叶斯更新方法
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.2.5
J. Song, W. Zhang
{"title":"A stepwise Bayesian updating approach by enhancing an active learning Gaussian process regression model","authors":"J. Song, W. Zhang","doi":"10.4203/ccc.5.2.5","DOIUrl":"https://doi.org/10.4203/ccc.5.2.5","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125382913","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Eco-friendly mortars with granite powder and fly ash and their prediction with artificial neural networks 花岗岩粉和粉煤灰环保砂浆及其人工神经网络预测
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.3.1
S. Malazdrewicz, L. Sadowski
{"title":"Eco-friendly mortars with granite powder and fly ash and their prediction with artificial neural networks","authors":"S. Malazdrewicz, L. Sadowski","doi":"10.4203/ccc.5.3.1","DOIUrl":"https://doi.org/10.4203/ccc.5.3.1","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114654302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Tractable Robust Topology Optimization for Anomalous Non-Symmetric Cases 异常非对称情况下的可处理鲁棒拓扑优化
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.1.2
A. Csébfalvi, J. Lógó
{"title":"A Tractable Robust Topology Optimization for Anomalous Non-Symmetric Cases","authors":"A. Csébfalvi, J. Lógó","doi":"10.4203/ccc.5.1.2","DOIUrl":"https://doi.org/10.4203/ccc.5.1.2","url":null,"abstract":"In the practice of robust optimality design, robust and deterministic optimal configurations are usually expected to differ. Therefore, most research in this area tries to illustrate the effect of uncertainty by comparing robust and deterministic designs, which is not generalizable because it is easy to define a non-symmetric case in which the robust expected-compliance minimum and the nominal-compliance minimum design will be the same. This anomaly requires new techniques that allow for deeper insights. In this paper, an anomaly-resolving strategy is presented for such cases when the nominal and robust compliance are the same in the optimization of a volume-constrained continuous topology with directionally uncertain loads.","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129328864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization of bowstring tied-arch concrete bridges 弓弦系拱混凝土桥梁的优化设计
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.1.9
Alberto M. B. Martins, L. Simões, J. Negrão
{"title":"Optimization of bowstring tied-arch concrete bridges","authors":"Alberto M. B. Martins, L. Simões, J. Negrão","doi":"10.4203/ccc.5.1.9","DOIUrl":"https://doi.org/10.4203/ccc.5.1.9","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132789378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing Transportation Plans of Designated Radioactive Waste Using Quantum Annealing 利用量子退火优化指定放射性废物运输方案
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.1.7
N. Yabuki, J. Makino, T. Fukuda
{"title":"Optimizing Transportation Plans of Designated Radioactive Waste Using Quantum Annealing","authors":"N. Yabuki, J. Makino, T. Fukuda","doi":"10.4203/ccc.5.1.7","DOIUrl":"https://doi.org/10.4203/ccc.5.1.7","url":null,"abstract":"To optimize the transportation of designated waste from the Great East Japan Earthquake, which contains radioactive material and poses risks to the environment and public safety, a cost function was formulated to create a transportation plan using quantum annealing, a computational method that specializes in solving combinatorial optimization problems. This method can be performed using actual quantum annealing machines with more than 5,000 qubits that are currently available. The study evaluates the feasibility of using quantum annealing to optimize the transportation planning of designated waste and increase efficiency while minimizing risks.","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130380642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sketch driven machine-learning based topology optimization 基于草图驱动的机器学习拓扑优化
Proceedings of the Sixth International Conference on Soft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering Pub Date : 1900-01-01 DOI: 10.4203/ccc.5.2.4
Y. Wang, W. Zhang, S. Youn, X. Guo
{"title":"Sketch driven machine-learning based topology optimization","authors":"Y. Wang, W. Zhang, S. Youn, X. Guo","doi":"10.4203/ccc.5.2.4","DOIUrl":"https://doi.org/10.4203/ccc.5.2.4","url":null,"abstract":"","PeriodicalId":326697,"journal":{"name":"Proceedings of the Sixth International Conference on\nSoft Computing, Machine Learning and Optimisation in Civil, Structural and Environmental Engineering","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134640356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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