Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_2
Qian Gong, Xin Liang, Ben Whitney, J. Choi, Jieyang Chen, Lipeng Wan, S. Ethier, S. Ku, R. Churchill, Choong-Seock Chang, M. Ainsworth, O. Tugluk, T. Munson, D. Pugmire, Rick Archibald, S. Klasky
{"title":"Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression","authors":"Qian Gong, Xin Liang, Ben Whitney, J. Choi, Jieyang Chen, Lipeng Wan, S. Ethier, S. Ku, R. Churchill, Choong-Seock Chang, M. Ainsworth, O. Tugluk, T. Munson, D. Pugmire, Rick Archibald, S. Klasky","doi":"10.1007/978-3-030-96498-6_2","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_2","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"11 1","pages":"22-39"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74935597","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_14
J. Wozniak, Zhengchun Liu, Rafael Vescovi, Ryan Chard, Bogdan Nicolae, Ian T. Foster
{"title":"Braid-DB: Toward AI-Driven Science with Machine Learning Provenance","authors":"J. Wozniak, Zhengchun Liu, Rafael Vescovi, Ryan Chard, Bogdan Nicolae, Ian T. Foster","doi":"10.1007/978-3-030-96498-6_14","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_14","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"22 1","pages":"247-261"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86307145","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_28
Michael C. Cao, Jonathan Schwartz, Huihuo Zheng, Yi Jiang, R. Hovden, Yimo Han
{"title":"Atomic Defect Identification with Sparse Sampling and Deep Learning","authors":"Michael C. Cao, Jonathan Schwartz, Huihuo Zheng, Yi Jiang, R. Hovden, Yimo Han","doi":"10.1007/978-3-030-96498-6_28","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_28","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"28 1","pages":"455-463"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81853759","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_8
Srikanth B. Yoginath, M. Doucet, D. Bhowmik, D. Heise, Folami T. Alamudun, Hong-Jun Yoon, Christopher Stanley
{"title":"Secure Collaborative Environment for Seamless Sharing of Scientific Knowledge","authors":"Srikanth B. Yoginath, M. Doucet, D. Bhowmik, D. Heise, Folami T. Alamudun, Hong-Jun Yoon, Christopher Stanley","doi":"10.1007/978-3-030-96498-6_8","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_8","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"169 1","pages":"139-156"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80625099","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_20
G. Shainer, R. Graham, C. Newburn, Oscar R. Hernandez, Gil Bloch, T. Gibbs, J. Wells
{"title":"NVIDIA's Cloud Native Supercomputing","authors":"G. Shainer, R. Graham, C. Newburn, Oscar R. Hernandez, Gil Bloch, T. Gibbs, J. Wells","doi":"10.1007/978-3-030-96498-6_20","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_20","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"11 1","pages":"340-357"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79216001","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}
Pub Date : 2021-01-01DOI: 10.1109/SMC52423.2021.9658817
Jiakang Song, Ming-li Hu
{"title":"The fractional accumulative time-delay GM(1, N) model and its application","authors":"Jiakang Song, Ming-li Hu","doi":"10.1109/SMC52423.2021.9658817","DOIUrl":"https://doi.org/10.1109/SMC52423.2021.9658817","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"39 1","pages":"1577-1584"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73365910","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_22
Chen Zhang, Zachary Morgan
{"title":"Advanced Image Reconstruction for MCP Detector in Event Mode","authors":"Chen Zhang, Zachary Morgan","doi":"10.1007/978-3-030-96498-6_22","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_22","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"17 1","pages":"383-397"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89722983","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_16
Taylor L. Groves, D. Hazen, Glenn K. Lockwood, N. Wright
{"title":"Use It or Lose It: Cheap Compute Everywhere","authors":"Taylor L. Groves, D. Hazen, Glenn K. Lockwood, N. Wright","doi":"10.1007/978-3-030-96498-6_16","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_16","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"53 10","pages":"280-298"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91488838","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_3
T. Louw, Simon McIntosh-Smith
{"title":"Applying Recent Machine Learning Approaches to Accelerate the Algebraic Multigrid Method for Fluid Simulations","authors":"T. Louw, Simon McIntosh-Smith","doi":"10.1007/978-3-030-96498-6_3","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_3","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"95 1","pages":"40-57"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73184758","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-96498-6_9
S. Sukumar, J. Balma, Christopher D. Rickett, K. Maschhoff, J. Landman, C. R. Yates, A. Chittiboyina, Y. Peterson, A. Vose, K. Byler, J. Baudry, I. Khan
{"title":"The Convergence of HPC, AI and Big Data in Rapid-Response to the COVID-19 Pandemic","authors":"S. Sukumar, J. Balma, Christopher D. Rickett, K. Maschhoff, J. Landman, C. R. Yates, A. Chittiboyina, Y. Peterson, A. Vose, K. Byler, J. Baudry, I. Khan","doi":"10.1007/978-3-030-96498-6_9","DOIUrl":"https://doi.org/10.1007/978-3-030-96498-6_9","url":null,"abstract":"","PeriodicalId":6718,"journal":{"name":"2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","volume":"43 1","pages":"157-172"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73762277","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}
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