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Multiscale Stochastic Representation in High-Dimensional Data Using Gaussian Processes with Implicit Diffusion Metrics 具有隐式扩散度量的高斯过程在高维数据中的多尺度随机表示
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 2014-11-05 DOI: 10.1007/978-3-319-25138-7_15
Charanraj Thimmisetty, Arman Khodabakhshnejad, N. Jabbari, F. Aminzadeh, R. Ghanem, K. Rose, Jennifer R. Bauer, C. Disenhof
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引用次数: 9
Reduced Order Probabilistic Prediction of Rogue Waves in One-Dimensional Envelope Equations 一维包络方程中异常波的降阶概率预测
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 2014-11-05 DOI: 10.1007/978-3-319-25138-7_13
W. Cousins, T. Sapsis
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引用次数: 0
Recent Advances in Scaling Up Gaussian Process Predictive Models for Large Spatiotemporal Data 大规模时空数据高斯过程预测模型的扩展研究进展
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 2014-11-05 DOI: 10.1007/978-3-319-25138-7_16
K. H. Low, Jie Chen, T. Hoang, Nuo Xu, Patrick Jaillet
{"title":"Recent Advances in Scaling Up Gaussian Process Predictive Models for Large Spatiotemporal Data","authors":"K. H. Low, Jie Chen, T. Hoang, Nuo Xu, Patrick Jaillet","doi":"10.1007/978-3-319-25138-7_16","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_16","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121389018","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: 20
Specification of the Ionosphere-Thermosphere Using the Ensemble Kalman Filter 用集合卡尔曼滤波描述电离层-热层
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-25138-7_25
H. Godinez, E. Lawrence, D. Higdon, A. Ridley, J. Koller, A. Klimenko
{"title":"Specification of the Ionosphere-Thermosphere Using the Ensemble Kalman Filter","authors":"H. Godinez, E. Lawrence, D. Higdon, A. Ridley, J. Koller, A. Klimenko","doi":"10.1007/978-3-319-25138-7_25","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_25","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","volume":"220 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":"131508948","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: 15
Centralized Ensemble-Based Trajectory Planning of Cooperating Sensors for Estimating Atmospheric Dispersion Processes 基于集中集成的协同传感器轨迹规划估算大气弥散过程
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-25138-7_29
J. Euler, Tobias Ritter, S. Ulbrich, O. Stryk
{"title":"Centralized Ensemble-Based Trajectory Planning of Cooperating Sensors for Estimating Atmospheric Dispersion Processes","authors":"J. Euler, Tobias Ritter, S. Ulbrich, O. Stryk","doi":"10.1007/978-3-319-25138-7_29","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_29","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","volume":"136 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":"121793474","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: 5
Towards Intelligent Closed-Loop Workflows for Ecological Research 面向生态研究的智能闭环工作流
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-25138-7_10
J. Knapp, Matias Elo, James Shaeffer, P. Flikkema
{"title":"Towards Intelligent Closed-Loop Workflows for Ecological Research","authors":"J. Knapp, Matias Elo, James Shaeffer, P. Flikkema","doi":"10.1007/978-3-319-25138-7_10","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_10","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","volume":"77 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":"124784325","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
Parameter Estimation of Atmospheric Release Incidents Using Maximal Information Collection 基于最大信息收集的大气释放事件参数估计
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-25138-7_28
R. Madankan, P. Singla, T. Singh
{"title":"Parameter Estimation of Atmospheric Release Incidents Using Maximal Information Collection","authors":"R. Madankan, P. Singla, T. Singh","doi":"10.1007/978-3-319-25138-7_28","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_28","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","volume":"99 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":"131431697","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: 5
A Gaussian Process-Enabled MCMC Approach for Contaminant Source Characterization in a Sensor-Rich Multi-Story Building 基于高斯过程的MCMC方法在传感器丰富的多层建筑中进行污染源表征
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-25138-7_17
Joon-Hong Seok, Su-Jin Lee, Han-Lim Choi
{"title":"A Gaussian Process-Enabled MCMC Approach for Contaminant Source Characterization in a Sensor-Rich Multi-Story Building","authors":"Joon-Hong Seok, Su-Jin Lee, Han-Lim Choi","doi":"10.1007/978-3-319-25138-7_17","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_17","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","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":"131170328","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
Multiscale Method for Hazard Map Construction 多尺度灾害图构建方法
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-25138-7_5
E. R. Stefanescu, A. Patra, E. Pitman, M. Bursik, P. Singla, T. Singh
{"title":"Multiscale Method for Hazard Map Construction","authors":"E. R. Stefanescu, A. Patra, E. Pitman, M. Bursik, P. Singla, T. Singh","doi":"10.1007/978-3-319-25138-7_5","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_5","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","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":"116981079","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
iSPUW: A Vision for Integrated Sensing and Prediction of Urban Water for Sustainable Cities iSPUW:面向可持续城市的城市水综合传感与预测展望
International Conference on Dynamic Data-Driven Environmental Systems Science Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-25138-7_7
D. Seo, B. Kerkez, M. Zink, N. Fang, Jean X. Gao, Xinbao Yu
{"title":"iSPUW: A Vision for Integrated Sensing and Prediction of Urban Water for Sustainable Cities","authors":"D. Seo, B. Kerkez, M. Zink, N. Fang, Jean X. Gao, Xinbao Yu","doi":"10.1007/978-3-319-25138-7_7","DOIUrl":"https://doi.org/10.1007/978-3-319-25138-7_7","url":null,"abstract":"","PeriodicalId":303903,"journal":{"name":"International Conference on Dynamic Data-Driven Environmental Systems Science","volume":"12 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":"126446221","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: 8
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