Pub Date : 2021-04-01DOI: 10.1007/978-3-030-90539-2_2
Thomas S. Brown, Harbir Antil, R. Löhner, F. Togashi, Deepanshu Verma
{"title":"Novel DNNs for Stiff ODEs with Applications to Chemically Reacting Flows","authors":"Thomas S. Brown, Harbir Antil, R. Löhner, F. Togashi, Deepanshu Verma","doi":"10.1007/978-3-030-90539-2_2","DOIUrl":"https://doi.org/10.1007/978-3-030-90539-2_2","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129890535","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 : 2020-06-22DOI: 10.1007/978-3-030-59851-8_15
Philipp Rombach, J. Keuper
{"title":"SmartPred: Unsupervised Hard Disk Failure Detection","authors":"Philipp Rombach, J. Keuper","doi":"10.1007/978-3-030-59851-8_15","DOIUrl":"https://doi.org/10.1007/978-3-030-59851-8_15","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"171 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123262331","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 : 2020-06-22DOI: 10.1007/978-3-030-59851-8_20
Sergio López-Huguet, J. D. Segrelles, M. Kasztelnik, Marian, Bubak, I. Blanquer
{"title":"Seamlessly Managing HPC Workloads Through Kubernetes","authors":"Sergio López-Huguet, J. D. Segrelles, M. Kasztelnik, Marian, Bubak, I. Blanquer","doi":"10.1007/978-3-030-59851-8_20","DOIUrl":"https://doi.org/10.1007/978-3-030-59851-8_20","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122950702","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 : 2020-06-22DOI: 10.1007/978-3-030-59851-8_8
A. C. Nogueira, J. Almeida, G. Auger, C. Watson
{"title":"Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation","authors":"A. C. Nogueira, J. Almeida, G. Auger, C. Watson","doi":"10.1007/978-3-030-59851-8_8","DOIUrl":"https://doi.org/10.1007/978-3-030-59851-8_8","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"96 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130959837","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 : 2020-06-22DOI: 10.1007/978-3-030-59851-8_10
F. Gadban, J. Kunkel, T. Ludwig
{"title":"Investigating the Overhead of the REST Protocol When Using Cloud Services for HPC Storage","authors":"F. Gadban, J. Kunkel, T. Ludwig","doi":"10.1007/978-3-030-59851-8_10","DOIUrl":"https://doi.org/10.1007/978-3-030-59851-8_10","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130631823","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 : 2020-06-22DOI: 10.1007/978-3-030-59851-8_17
R. Tracey, Lan Hoang, Felix Subelet, V. Elisseev
{"title":"AI-Driven Holistic Approach to Energy Efficient HPC","authors":"R. Tracey, Lan Hoang, Felix Subelet, V. Elisseev","doi":"10.1007/978-3-030-59851-8_17","DOIUrl":"https://doi.org/10.1007/978-3-030-59851-8_17","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114019433","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 : 2020-06-22DOI: 10.1007/978-3-030-59851-8_2
Adrian Munera, Sara Royuela, R. Ferrer, Raul Peñacoba, E. Quiñones
{"title":"Static Analysis to Enhance Programmability and Performance in OmpSs-2","authors":"Adrian Munera, Sara Royuela, R. Ferrer, Raul Peñacoba, E. Quiñones","doi":"10.1007/978-3-030-59851-8_2","DOIUrl":"https://doi.org/10.1007/978-3-030-59851-8_2","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"129 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114748069","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 : 2020-06-22DOI: 10.1007/978-3-030-59851-8_14
Emily Herron, Steven R. Young, T. Potok
{"title":"Ensembles of Networks Produced from Neural Architecture Search","authors":"Emily Herron, Steven R. Young, T. Potok","doi":"10.1007/978-3-030-59851-8_14","DOIUrl":"https://doi.org/10.1007/978-3-030-59851-8_14","url":null,"abstract":"","PeriodicalId":345133,"journal":{"name":"ISC Workshops","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129304042","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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