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Data Science in Engineering, Volume 9最新文献

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Damage Localization on Lightweight Structures with Non-destructive Testing and Machine Learning Techniques 基于无损检测和机器学习技术的轻量化结构损伤定位
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_9
A. Tavares, E. Lorenzo, B. Cornelis, B. Peeters, K. Gryllias, W. Desmet
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引用次数: 0
Hybrid Concrete Crack Segmentation and Quantification Across Complex Backgrounds Without a Large Training Dataset 无大型训练数据集的复杂背景混合混凝土裂缝分割与量化
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_14
Dongho Kang, Sukhpreet S. Benipal, Y. Cha
{"title":"Hybrid Concrete Crack Segmentation and Quantification Across Complex Backgrounds Without a Large Training Dataset","authors":"Dongho Kang, Sukhpreet S. Benipal, Y. Cha","doi":"10.1007/978-3-030-76004-5_14","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_14","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131177158","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: 6
Active Learning of Post-earthquake Structural Damage with Co-optimal Information Gain and Reconnaissance Cost 具有最优信息增益和最优侦察成本的震后结构损伤主动学习
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_2
M. Sheibani, G. Ou
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引用次数: 0
Privacy-Preserving Structural Dynamics 保护隐私的结构动力学
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_27
D. Mascarenas, A. Green, Moisés Felipe Silva, Bridget Martinez
{"title":"Privacy-Preserving Structural Dynamics","authors":"D. Mascarenas, A. Green, Moisés Felipe Silva, Bridget Martinez","doi":"10.1007/978-3-030-76004-5_27","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_27","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"495 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134510953","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: 1
A Video-Based Crack Detection in Concrete Surfaces 基于视频的混凝土表面裂纹检测
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_29
Hamed Momeni, Sina Basereh, Pinar Okumus, A. Ebrahimkhanlou
{"title":"A Video-Based Crack Detection in Concrete Surfaces","authors":"Hamed Momeni, Sina Basereh, Pinar Okumus, A. Ebrahimkhanlou","doi":"10.1007/978-3-030-76004-5_29","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_29","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131565201","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: 3
Parametric Amplification in a Stochastic Nonlinear Piezoelectric Energy Harvester Via Machine Learning 基于机器学习的随机非线性压电能量采集器参数放大
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_33
Tanmoy Chatterjee, Danilo Karličić, S. Adhikari, M. Friswell
{"title":"Parametric Amplification in a Stochastic Nonlinear Piezoelectric Energy Harvester Via Machine Learning","authors":"Tanmoy Chatterjee, Danilo Karličić, S. Adhikari, M. Friswell","doi":"10.1007/978-3-030-76004-5_33","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_33","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116766442","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: 1
Estimation of Elastic Band Gaps Using Data-Driven Modeling 基于数据驱动模型的弹性带隙估计
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_8
H. Gosavi, V. V. S. Malladi
{"title":"Estimation of Elastic Band Gaps Using Data-Driven Modeling","authors":"H. Gosavi, V. V. S. Malladi","doi":"10.1007/978-3-030-76004-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_8","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"89 5-6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123483980","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: 1
Identifying Environmental- and Operational-Insensitive Damage Features 识别环境和操作不敏感的损坏特征
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_13
David Gibbs, Kaleb Jankowski, Ben Rees, C. Farrar, G. Flynn
{"title":"Identifying Environmental- and Operational-Insensitive Damage Features","authors":"David Gibbs, Kaleb Jankowski, Ben Rees, C. Farrar, G. Flynn","doi":"10.1007/978-3-030-76004-5_13","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_13","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114444314","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
High-Rate Damage Classification and Lifecycle Prediction viaDeep Learning 基于深度学习的高速率损伤分类和生命周期预测
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_25
M. Todisco, Z. Mao
{"title":"High-Rate Damage Classification and Lifecycle Prediction viaDeep Learning","authors":"M. Todisco, Z. Mao","doi":"10.1007/978-3-030-76004-5_25","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_25","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125082147","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 Generalized Technique for Full-field Blind Identification of Travelling Waves and Complex Modes from Video Measurements with Hilbert Transform 基于Hilbert变换的视频测量行波和复模全场盲识别技术
Data Science in Engineering, Volume 9 Pub Date : 2021-10-05 DOI: 10.1007/978-3-030-76004-5_26
M. Silva, A. Green, D. Mascarenas
{"title":"A Generalized Technique for Full-field Blind Identification of Travelling Waves and Complex Modes from Video Measurements with Hilbert Transform","authors":"M. Silva, A. Green, D. Mascarenas","doi":"10.1007/978-3-030-76004-5_26","DOIUrl":"https://doi.org/10.1007/978-3-030-76004-5_26","url":null,"abstract":"","PeriodicalId":223243,"journal":{"name":"Data Science in Engineering, Volume 9","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129503549","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: 1
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