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conf/smc2/GainaruGXKSOPPH21 share record
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Ana Gainaru , Dmitry Ganyushin , Bing Xie , Tahsin M. Kurç , Joel H. Saltz , Sarp Oral , Norbert Podhorszki , Franz Poeschel , Axel Huebl , Scott Klasky : Understanding and Leveraging the I/O Patterns of Emerging Machine Learning Analytics. SMC 2021 : 119-138 share record
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Jens Glaser , Felipe Aramburú , William Malpica , Benjamín Hernández , Matthew B. Baker , Rodrigo Aramburú : Scaling SQL to the Supercomputer for Interactive Analysis of Simulation Data. SMC 2021 : 327-339 export record
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conf/smc2/Gong0WCCWEKCCAT21 share record
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Qian Gong , Xin Liang , Ben Whitney , Jong Youl Choi , Jieyang Chen , Lipeng Wan , Stéphane Ethier , Seung-Hoe Ku , Randy Michael Churchill , Choong-Seock Chang , Mark Ainsworth , Ozan Tugluk , Todd S. Munson , David Pugmire , Richard Archibald , Scott Klasky : Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression. SMC 2021 : 22-39 share record
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Taylor L. Groves , Damian Hazen , Glenn K. Lockwood , Nicholas J. Wright : Use It or Lose It: Cheap Compute Everywhere. SMC 2021 : 280-298 share record
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Sergio Iserte : An Study on the Resource Utilization and User Behavior on Titan Supercomputer. SMC 2021 : 398-410 share record
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Ajay Jasra , Kody J. H. Law , Alexander Tarakanov , Fangyuan Yu : Randomized Multilevel Monte Carlo for Embarrassingly Parallel Inference. SMC 2021 : 3-21 share record
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Remington Kim , Yue Ning : Recurrent Multi-task Graph Convolutional Networks for COVID-19 Knowledge Graph Link Prediction. SMC 2021 : 411-419 share record
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Ying Wai Li , Peter W. Doak , Giovanni Balduzzi , Wael R. Elwasif , Eduardo F. D'Azevedo , Thomas A. Maier : Machine-Learning Accelerated Studies of Materials with High Performance and Edge Computing. SMC 2021 : 190-205 share record
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Michael R. Lindstrom , William J. Swartworth , Deanna Needell : Reconstructing Piezoelectric Responses over a Lattice: Adaptive Sampling of Low Dimensional Time Series Representations Based on Relative Isolation and Gradient Size. SMC 2021 : 420-429 share record
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M. Graham Lopez , Jeff R. Hammond , Jack C. Wells , Tom Gibbs , Timothy B. Costa : Enabling ISO Standard Languages for Complex HPC Workflows. SMC 2021 : 301-309 share record
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Thorben Louw , Simon McIntosh-Smith : Applying Recent Machine Learning Approaches to Accelerate the Algebraic Multigrid Method for Fluid Simulations. SMC 2021 : 40-57 export record
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conf/smc2/MisaleMGDHAKP21 share record
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Claudia Misale , Daniel J. Milroy , Carlos Eduardo Arango Gutierrez , Maurizio Drocco , Stephen Herbein , Dong H. Ahn , Zvonko Kaiser , Yoonho Park : Towards Standard Kubernetes Scheduling Interfaces for Converged Computing. SMC 2021 : 310-326 share record
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Massimiliano Lupo Pasini , Marko Burcul , Samuel Temple Reeve , Markus Eisenbach , Simona Perotto : Fast and Accurate Predictions of Total Energy for Solid Solution Alloys with Graph Convolutional Neural Networks. SMC 2021 : 79-98 share record
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Ankit Patel , Saeel Shrivallabh Pai , Haresh Rengaraj Rajamohan , Manohar Bongarala , Rajanala Samyak : Finding Novel Links in COVID-19 Knowledge Graph Using Graph Embedding Techniques. SMC 2021 : 430-441 export record
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conf/smc2/PoeschelEGPKEDW21 share record
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Franz Poeschel , Juncheng E , William F. Godoy , Norbert Podhorszki , Scott Klasky , Greg Eisenhauer , Philip E. Davis , Lipeng Wan , Ana Gainaru , Junmin Gu , Fabian Koller , René Widera , Michael Bussmann , Axel Huebl : Transitioning from File-Based HPC Workflows to Streaming Data Pipelines with openPMD and ADIOS2. SMC 2021 : 99-118 share record
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David Rager , Aaron Andersen : NREL Stratus - Enabling Workflows to Fuse Data Streams, Modeling, Simulation, and Machine Learning. SMC 2021 : 227-246 export record
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conf/smc2/ShainerGNHBGW21 share record
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Gilad Shainer , Richard L. Graham , Chris J. Newburn , Oscar R. Hernandez , Gil Bloch , Tom Gibbs , Jack C. Wells : NVIDIA's Cloud Native Supercomputing. SMC 2021 : 340-357 share record
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Ridhima Singh , Melissa R. Allen-Dumas : Exploring the Spatial Relationship Between Demographic Indicators and the Built Environment of a City. SMC 2021 : 442-454 export record
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conf/smc2/SomnathVJKRBWKS21 share record
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Suhas Somnath , Rama K. Vasudevan , Stephen Jesse , Sergei V. Kalinin , Nageswara S. V. Rao , Christopher Brumgard , Feiyi Wang , Olga A. Kuchar , Arjun Shankar , Ben Mintz , Elke Arenholz , J. Robert Michael , Sarp Oral : Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery. SMC 2021 : 58-75 export record
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conf/smc2/SukumarBRMLYCPV21 share record
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Sreenivas R. Sukumar , Jacob A. Balma , Christopher D. Rickett , Kristyn J. Maschhoff , Joseph Landman , Charles R. Yates , Amar G. Chittiboyina , Yuri K. Peterson , Aaron Vose , Kendall G. Byler , Jérôme Baudry , Ikhlas A. Khan : The Convergence of HPC, AI and Big Data in Rapid-Response to the COVID-19 Pandemic. SMC 2021 : 157-172 share record
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Justin M. Wozniak , Zhengchun Liu , Rafael Vescovi , Ryan Chard , Bogdan Nicolae , Ian T. Foster : Braid-DB: Toward AI-Driven Science with Machine Learning Provenance. SMC 2021 : 247-261 export record
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conf/smc2/YoginathDBHAYS21 share record
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Srikanth B. Yoginath , Mathieu Doucet , Debsindhu Bhowmik , David Heise , Folami Alamudun , Hong-Jun Yoon , Christopher B. Stanley : Secure Collaborative Environment for Seamless Sharing of Scientific Knowledge. SMC 2021 : 139-156 share record
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Kazutomo Yoshii , Rajesh Sankaran , Sebastian Strempfer , Maksim Levental , Mike Hammer , Antonino Miceli : A Hardware Co-design Workflow for Scientific Instruments at the Edge. SMC 2021 : 209-226 share record
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Chen Zhang , Zachary Morgan : Advanced Image Reconstruction for MCP Detector in Event Mode. SMC 2021 : 383-397 2020 share record
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Sadaf R. Alam , Mark Klein , Mauro Bianco , Roberto Aielli , Xavier Lapillonne , Andre Walser , Thomas C. Schulthess : Software Defined Infrastructure for Operational Numerical Weather Prediction. SMC 2020 : 303-317 share record
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Alnour Alharin , Yatri Patel , Thanh-Nam Doan , Mina Sartipi : Data Analysis and Visualization of Traffic in Chicago with Size and Landuse-Aware Vehicle to Buildings Assignment. SMC 2020 : 518-529 export record
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conf/smc2/ArchibaldCDD0FL20 share record
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Rick Archibald , Edmond Chow , Eduardo F. D'Azevedo , Jack J. Dongarra , Markus Eisenbach , Rocco Febbo , Florent Lopez , Daniel Nichols , Stanimire Tomov , Kwai Wong , Junqi Yin : Integrating Deep Learning in Domain Sciences at Exascale. SMC 2020 : 35-50 share record
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Joshua Bae , Jonathan Sheng : Using Statistical Analysis and Computer Vision to Understand Uncertainty in Subsurface Exploration. SMC 2020 : 530-541 share record
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Kathlyn Boudwin , Douglas Collins , Cathleen Lavelle , Julia White : Navigating the Road to Successfully Manage a Large-Scale Research and Development Project: The Exascale Computing Project (ECP) Experience. SMC 2020 : 381-393 export record
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conf/smc2/BrightwellFGLLO20 share record
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Ron Brightwell , Kurt B. Ferreira , Ryan E. Grant , Scott Levy , Jay F. Lofstead , Stephen L. Olivier , Kevin T. Pedretti , Andrew J. Younge , Ann C. Gentile , Jim M. Brandt : ALAMO: Autonomous Lightweight Allocation, Management, and Optimization. SMC 2020 : 408-422