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@inproceedings{DBLP:conf/smc2/0002KPY22,
author = {Markus Eisenbach and
Mariia Karabin and
Massimiliano Lupo Pasini and
Junqi Yin},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Machine Learning for First Principles Calculations of Material Properties
for Ferromagnetic Materials},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {75--86},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_5},
doi = {10.1007/978-3-031-23606-8\_5},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/0002KPY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/AggarwalNKA22,
author = {Isha Aggarwal and
Pratik Nayak and
Aditya Kashi and
Hartwig Anzt},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Preconditioners for Batched Iterative Linear Solvers on GPUs},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {38--53},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_3},
doi = {10.1007/978-3-031-23606-8\_3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/AggarwalNKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/BlanchardZBMGRI22,
author = {Andrew E. Blanchard and
Pei Zhang and
Debsindhu Bhowmik and
Kshitij Mehta and
John Gounley and
Samuel Temple Reeve and
Stephan Irle and
Massimiliano Lupo Pasini},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Computational Workflow for Accelerated Molecular Design Using Quantum
Chemical Simulations and Deep Learning Models},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {3--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_1},
doi = {10.1007/978-3-031-23606-8\_1},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/BlanchardZBMGRI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/EiffertZ22,
author = {Brett Eiffert and
Chen Zhang},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Usage Pattern Analysis for the Summit Login Nodes},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {329--344},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_21},
doi = {10.1007/978-3-031-23606-8\_21},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/EiffertZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/EngelmannKBBNSA22,
author = {Christian Engelmann and
Olga A. Kuchar and
Swen Boehm and
Michael J. Brim and
Thomas J. Naughton and
Suhas Somnath and
Scott Atchley and
Jack Lange and
Ben Mintz and
Elke Arenholz},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {The {INTERSECT} Open Federated Architecture for the Laboratory of
the Future},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {173--190},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_11},
doi = {10.1007/978-3-031-23606-8\_11},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/EngelmannKBBNSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/FillersMWTBV22,
author = {Thomas Fillers and
John Maddox and
Kevin Wang and
Trevor Taylor and
Reuben D. Budiardja and
Ver{\'{o}}nica G. Melesse Vergara},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {{SMC} 2022 Data Challenge: Summit Spelunkers Solution for Challenge
2},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {317--328},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_20},
doi = {10.1007/978-3-031-23606-8\_20},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/FillersMWTBV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/GalloCTA22,
author = {Andrew Gallo and
Ian Claydon and
Eric Tucker and
Richard Arthur},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Industrial Experience Deploying Heterogeneous Platforms for Use in
Multi-modal Power Systems Design Workflows},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {257--273},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_16},
doi = {10.1007/978-3-031-23606-8\_16},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/GalloCTA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Gao22,
author = {Morgan Gao},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Machine Learning Approaches to High Throughput Phenotyping},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {303--316},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_19},
doi = {10.1007/978-3-031-23606-8\_19},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/Gao22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/GrosvenorZDS22,
author = {Allan Grosvenor and
Anton Zemlyansky and
Dwyer Deighan and
Dustin Sysko},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Simulation Workflows in Minutes, at Scale for Next-Generation {HPC}},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {288--300},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_18},
doi = {10.1007/978-3-031-23606-8\_18},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/GrosvenorZDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/HerbstCFKKRR22,
author = {Ryan Herbst and
Ryan N. Coffee and
Nathan Fronk and
Kukhee Kim and
Kuktae Kim and
Larry Ruckman and
J. J. Russell},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Implementation of a Framework for Deploying {AI} Inference Engines
in FPGAs},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {120--134},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_8},
doi = {10.1007/978-3-031-23606-8\_8},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/HerbstCFKKRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/HirschmanKOOC22,
author = {Jack Hirschman and
Andrei Kamalov and
Razib Obaid and
Finn H. O'Shea and
Ryan N. Coffee},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {At-the-Edge Data Processing for Low Latency High Throughput Machine
Learning Algorithms},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {101--119},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_7},
doi = {10.1007/978-3-031-23606-8\_7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/HirschmanKOOC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/JustineSXTBFF22,
author = {Annmary Justine and
Sergey Serebryakov and
Cong Xu and
Aalap Tripathy and
Suparna Bhattacharya and
Paolo Faraboschi and
Martin Foltin},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Self-learning Data Foundation for Scientific {AI}},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {20--37},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_2},
doi = {10.1007/978-3-031-23606-8\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/JustineSXTBFF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Kim22,
author = {Eyrin Kim},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Investigating Relationships in Environmental and Community Health:
Correlations of Environment, Urban Morphology, and Socio-economic
Factors in the Los Angeles Metropolitan Statistical Area},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {366--383},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_23},
doi = {10.1007/978-3-031-23606-8\_23},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/Kim22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Malviya-ThakurH22,
author = {Addi Malviya{-}Thakur and
Seth Hitefield and
Marshall T. McDonnell and
Matthew Wolf and
Richard Archibald and
Lance Drane and
Kevin Roccapriore and
Maxim A. Ziatdinov and
Jesse McGaha and
Robert Smith and
John Hetrick and
Mark Abraham and
Sergey Yakubov and
Gregory R. Watson and
Ben Chance and
Clara Nguyen and
Matthew Baker and
J. Robert Michael and
Elke Arenholz and
Ben Mintz},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Towards a Software Development Framework for Interconnected Science
Ecosystems},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {206--224},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_13},
doi = {10.1007/978-3-031-23606-8\_13},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/Malviya-ThakurH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/RaoAZSHRM22,
author = {Nageswara S. V. Rao and
Anees Al{-}Najjar and
Helia Zandi and
Ramanan Sankaran and
Susan E. Hicks and
Kevin Roccapriore and
Debangshu Mukherjee},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Virtual Infrastructure Twins: Software Testing Platforms for Computing-Instrument
Ecosystems},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {155--172},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_10},
doi = {10.1007/978-3-031-23606-8\_10},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/RaoAZSHRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/RietmannNLG22,
author = {Max Rietmann and
Praveen Nakshatrala and
Jonathan Lefman and
Geetika Gupta},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Real-Time Edge Processing During Data Acquisition},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {191--205},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_12},
doi = {10.1007/978-3-031-23606-8\_12},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/RietmannNLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/SmithBMBSCNE22,
author = {Sterling Smith and
Emily A. Belli and
Orso Meneghini and
Reuben D. Budiardja and
David Schissel and
Jeff Candy and
Tom Neiser and
Adam Eubanks},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {A Vision for Coupling Operation of {US} Fusion Facilities with {HPC}
Systems and the Implications for Workflows and Data Management},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {87--100},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_6},
doi = {10.1007/978-3-031-23606-8\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/SmithBMBSCNE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/TeferaH22,
author = {Natnael Tefera and
Ayalew Belay Habtie},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Mobility Aware Computation Offloading Model for Edge Computing},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {54--71},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_4},
doi = {10.1007/978-3-031-23606-8\_4},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/TeferaH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/VermaOWPSDTP22,
author = {Dinesh C. Verma and
John Overton and
Bill Wright and
Joshua Purcell and
Sathya Santhar and
Anindita Das and
Mathews Thomas and
Sharath Prasad},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Self-describing Digital Assets and Their Applications in an Integrated
Science and Engineering Ecosystem},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {274--287},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_17},
doi = {10.1007/978-3-031-23606-8\_17},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/VermaOWPSDTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/WangWMA22,
author = {Tianle Wang and
Bigeng Wang and
Elisha Siddiqui Matekole and
Mohammad Atif},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Finding Hidden Patterns in High Resolution Wind Flow Model Simulations},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {345--365},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_22},
doi = {10.1007/978-3-031-23606-8\_22},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/WangWMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/WatsonCFGHMMRSY22,
author = {Gregory R. Watson and
Gregory Cage and
Jon Fortney and
Garrett E. Granroth and
Harry Hughes and
Thomas Maier and
Marshall T. McDonnell and
Anibal Ramirez{-}Cuesta and
Robert Smith and
Sergey Yakubov and
Wenduo Zhou},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Calvera: {A} Platform for the Interpretation and Analysis of Neutron
Scattering Data},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {137--154},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_9},
doi = {10.1007/978-3-031-23606-8\_9},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/WatsonCFGHMMRSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/WheelisSA22,
author = {Abigail R. Wheelis and
Levi T. Sweet{-}Breu and
Melissa R. Allen{-}Dumas},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Patterns and Predictions: Generative Adversarial Networks for Neighborhood
Generation},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {384--397},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_24},
doi = {10.1007/978-3-031-23606-8\_24},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/WheelisSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/YinZCDCW22,
author = {Junqi Yin and
Guannan Zhang and
Huibo Cao and
Sajal Dash and
Bryan C. Chakoumakos and
Feiyi Wang},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Toward an Autonomous Workflow for Single Crystal Neutron Diffraction},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {244--256},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_15},
doi = {10.1007/978-3-031-23606-8\_15},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/YinZCDCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/YoungMLBV22,
author = {Aaron R. Young and
Narasinga Rao Miniskar and
Frank Liu and
Willem Blokland and
Jeffrey S. Vetter},
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Adrastea: An Efficient {FPGA} Design Environment for Heterogeneous
Scientific Computing and Machine Learning},
booktitle = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
pages = {227--243},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8\_14},
doi = {10.1007/978-3-031-23606-8\_14},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/YoungMLBV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/smc2/2021,
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-96498-6},
doi = {10.1007/978-3-030-96498-6},
isbn = {978-3-030-96497-9},
timestamp = {Sun, 26 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/smc2/2022,
editor = {Douglas B. Kothe and
Al Geist and
Swaroop Pophale and
Hong Liu and
Suzanne Parete{-}Koon},
title = {Accelerating Science and Engineering Discoveries Through Integrated
Research Infrastructure for Experiment, Big Data, Modeling and Simulation
- 22nd Smoky Mountains Computational Sciences and Engineering Conference,
{SMC} 2022, Virtual Event, August 23-25, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1690},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23606-8},
doi = {10.1007/978-3-031-23606-8},
isbn = {978-3-031-23605-1},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/AlshowkanRCWEPL21,
author = {Muneer Alshowkan and
Nageswara S. V. Rao and
Joseph C. Chapman and
Brian P. Williams and
Philip G. Evans and
Raphael C. Pooser and
Joseph M. Lukens and
Nicholas A. Peters},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Lessons Learned on the Interface Between Quantum and Conventional
Networking},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {262--279},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_15},
doi = {10.1007/978-3-030-96498-6\_15},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/AlshowkanRCWEPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/BicerYCCCNKF21,
author = {Tekin Bicer and
Xiaodong Yu and
Daniel J. Ching and
Ryan Chard and
Mathew J. Cherukara and
Bogdan Nicolae and
Rajkumar Kettimuthu and
Ian T. Foster},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {High-Performance Ptychographic Reconstruction with Federated Facilities},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {173--189},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_10},
doi = {10.1007/978-3-030-96498-6\_10},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/BicerYCCCNKF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/CaoSZJHH21,
author = {Michael C. Cao and
Jonathan Schwartz and
Huihuo Zheng and
Yi Jiang and
Robert Hovden and
Yimo Han},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Atomic Defect Identification with Sparse Sampling and Deep Learning},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {455--463},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_28},
doi = {10.1007/978-3-030-96498-6\_28},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/CaoSZJHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/DevineniGSDMHKL21,
author = {Pravallika Devineni and
Panchapakesan Ganesh and
Nikhil Sivadas and
Abhijeet Dhakane and
Ketan Maheshwari and
Drahomira Herrmannova and
Ramakrishnan Kannan and
Seung{-}Hwan Lim and
Thomas E. Potok and
Jordan B. Chipka and
Priyantha Mudalige and
Mark Coletti and
Sajal Dash and
Arnab Kumar Paul and
Sarp Oral and
Feiyi Wang and
Bill Kay and
Melissa R. Allen{-}Dumas and
Christa Brelsford and
Joshua R. New and
Andy Berres and
Kuldeep R. Kurte and
Jibonananda Sanyal and
Levi Sweet and
Chathika Gunaratne and
Maxim A. Ziatdinov and
Rama K. Vasudevan and
Sergei V. Kalinin and
Olivera Kotevska and
Jean C. Bilheux and
Hassina Z. Bilheux and
Garrett E. Granroth and
Thomas Proffen and
Rick Riedel and
Peter F. Peterson and
Shruti R. Kulkarni and
Kyle P. Kelley and
Stephen Jesse and
Maryam Parsa},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific
Data Challenges Using Advanced Data Analytics and Edge Computing},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {361--382},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_21},
doi = {10.1007/978-3-030-96498-6\_21},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/DevineniGSDMHKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/GainaruGXKSOPPH21,
author = {Ana Gainaru and
Dmitry Ganyushin and
Bing Xie and
Tahsin M. Kur{\c{c}} and
Joel H. Saltz and
Sarp Oral and
Norbert Podhorszki and
Franz Poeschel and
Axel Huebl and
Scott Klasky},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Understanding and Leveraging the {I/O} Patterns of Emerging Machine
Learning Analytics},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {119--138},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_7},
doi = {10.1007/978-3-030-96498-6\_7},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/GainaruGXKSOPPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/GlaserAMHBA21,
author = {Jens Glaser and
Felipe Arambur{\'{u}} and
William Malpica and
Benjam{\'{\i}}n Hern{\'{a}}ndez and
Matthew B. Baker and
Rodrigo Arambur{\'{u}}},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Scaling {SQL} to the Supercomputer for Interactive Analysis of Simulation
Data},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {327--339},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_19},
doi = {10.1007/978-3-030-96498-6\_19},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/GlaserAMHBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Gong0WCCWEKCCAT21,
author = {Qian Gong and
Xin Liang and
Ben Whitney and
Jong Youl Choi and
Jieyang Chen and
Lipeng Wan and
St{\'{e}}phane Ethier and
Seung{-}Hoe Ku and
Randy Michael Churchill and
Choong{-}Seock Chang and
Mark Ainsworth and
Ozan Tugluk and
Todd S. Munson and
David Pugmire and
Richard Archibald and
Scott Klasky},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Maintaining Trust in Reduction: Preserving the Accuracy of Quantities
of Interest for Lossy Compression},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {22--39},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_2},
doi = {10.1007/978-3-030-96498-6\_2},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/Gong0WCCWEKCCAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/GrovesHLW21,
author = {Taylor L. Groves and
Damian Hazen and
Glenn K. Lockwood and
Nicholas J. Wright},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Use It or Lose It: Cheap Compute Everywhere},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {280--298},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_16},
doi = {10.1007/978-3-030-96498-6\_16},
timestamp = {Sat, 18 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/GrovesHLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Iserte21,
author = {Sergio Iserte},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {An Study on the Resource Utilization and User Behavior on Titan Supercomputer},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {398--410},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_23},
doi = {10.1007/978-3-030-96498-6\_23},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/Iserte21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/JasraLTY21,
author = {Ajay Jasra and
Kody J. H. Law and
Alexander Tarakanov and
Fangyuan Yu},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Randomized Multilevel Monte Carlo for Embarrassingly Parallel Inference},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {3--21},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_1},
doi = {10.1007/978-3-030-96498-6\_1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/JasraLTY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/KimN21,
author = {Remington Kim and
Yue Ning},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Recurrent Multi-task Graph Convolutional Networks for {COVID-19} Knowledge
Graph Link Prediction},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {411--419},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_24},
doi = {10.1007/978-3-030-96498-6\_24},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/KimN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/LiDBEDM21,
author = {Ying Wai Li and
Peter W. Doak and
Giovanni Balduzzi and
Wael R. Elwasif and
Eduardo F. D'Azevedo and
Thomas A. Maier},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Machine-Learning Accelerated Studies of Materials with High Performance
and Edge Computing},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {190--205},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_11},
doi = {10.1007/978-3-030-96498-6\_11},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/LiDBEDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/LindstromSN21,
author = {Michael R. Lindstrom and
William J. Swartworth and
Deanna Needell},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Reconstructing Piezoelectric Responses over a Lattice: Adaptive Sampling
of Low Dimensional Time Series Representations Based on Relative Isolation
and Gradient Size},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {420--429},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_25},
doi = {10.1007/978-3-030-96498-6\_25},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/LindstromSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/LopezHWGC21,
author = {M. Graham Lopez and
Jeff R. Hammond and
Jack C. Wells and
Tom Gibbs and
Timothy B. Costa},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Enabling {ISO} Standard Languages for Complex {HPC} Workflows},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {301--309},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_17},
doi = {10.1007/978-3-030-96498-6\_17},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/LopezHWGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/LouwM21,
author = {Thorben Louw and
Simon McIntosh{-}Smith},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Applying Recent Machine Learning Approaches to Accelerate the Algebraic
Multigrid Method for Fluid Simulations},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {40--57},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_3},
doi = {10.1007/978-3-030-96498-6\_3},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/LouwM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/MisaleMGDHAKP21,
author = {Claudia Misale and
Daniel J. Milroy and
Carlos Eduardo Arango Gutierrez and
Maurizio Drocco and
Stephen Herbein and
Dong H. Ahn and
Zvonko Kaiser and
Yoonho Park},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Towards Standard Kubernetes Scheduling Interfaces for Converged Computing},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {310--326},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_18},
doi = {10.1007/978-3-030-96498-6\_18},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/MisaleMGDHAKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/PasiniBR0P21,
author = {Massimiliano Lupo Pasini and
Marko Burcul and
Samuel Temple Reeve and
Markus Eisenbach and
Simona Perotto},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Fast and Accurate Predictions of Total Energy for Solid Solution Alloys
with Graph Convolutional Neural Networks},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {79--98},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_5},
doi = {10.1007/978-3-030-96498-6\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/PasiniBR0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/PatelPRBS21,
author = {Ankit Patel and
Saeel Shrivallabh Pai and
Haresh Rengaraj Rajamohan and
Manohar Bongarala and
Rajanala Samyak},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Finding Novel Links in {COVID-19} Knowledge Graph Using Graph Embedding
Techniques},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {430--441},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_26},
doi = {10.1007/978-3-030-96498-6\_26},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/PatelPRBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/PoeschelEGPKEDW21,
author = {Franz Poeschel and
Juncheng E and
William F. Godoy and
Norbert Podhorszki and
Scott Klasky and
Greg Eisenhauer and
Philip E. Davis and
Lipeng Wan and
Ana Gainaru and
Junmin Gu and
Fabian Koller and
Ren{\'{e}} Widera and
Michael Bussmann and
Axel Huebl},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Transitioning from File-Based {HPC} Workflows to Streaming Data Pipelines
with openPMD and {ADIOS2}},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {99--118},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_6},
doi = {10.1007/978-3-030-96498-6\_6},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/PoeschelEGPKEDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/RagerA21,
author = {David Rager and
Aaron Andersen},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {{NREL} Stratus - Enabling Workflows to Fuse Data Streams, Modeling,
Simulation, and Machine Learning},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {227--246},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_13},
doi = {10.1007/978-3-030-96498-6\_13},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/RagerA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/ShainerGNHBGW21,
author = {Gilad Shainer and
Richard L. Graham and
Chris J. Newburn and
Oscar R. Hernandez and
Gil Bloch and
Tom Gibbs and
Jack C. Wells},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {NVIDIA's Cloud Native Supercomputing},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {340--357},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_20},
doi = {10.1007/978-3-030-96498-6\_20},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/ShainerGNHBGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/SinghA21,
author = {Ridhima Singh and
Melissa R. Allen{-}Dumas},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Exploring the Spatial Relationship Between Demographic Indicators
and the Built Environment of a City},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {442--454},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_27},
doi = {10.1007/978-3-030-96498-6\_27},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/SinghA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/SomnathVJKRBWKS21,
author = {Suhas Somnath and
Rama K. Vasudevan and
Stephen Jesse and
Sergei V. Kalinin and
Nageswara S. V. Rao and
Christopher Brumgard and
Feiyi Wang and
Olga A. Kuchar and
Arjun Shankar and
Ben Mintz and
Elke Arenholz and
J. Robert Michael and
Sarp Oral},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Building an Integrated Ecosystem of Computational and Observational
Facilities to Accelerate Scientific Discovery},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {58--75},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_4},
doi = {10.1007/978-3-030-96498-6\_4},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/SomnathVJKRBWKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/SukumarBRMLYCPV21,
author = {Sreenivas R. Sukumar and
Jacob A. Balma and
Christopher D. Rickett and
Kristyn J. Maschhoff and
Joseph Landman and
Charles R. Yates and
Amar G. Chittiboyina and
Yuri K. Peterson and
Aaron Vose and
Kendall G. Byler and
J{\'{e}}r{\^{o}}me Baudry and
Ikhlas A. Khan},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {The Convergence of HPC, {AI} and Big Data in Rapid-Response to the
{COVID-19} Pandemic},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {157--172},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_9},
doi = {10.1007/978-3-030-96498-6\_9},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/SukumarBRMLYCPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/WozniakLVCNF21,
author = {Justin M. Wozniak and
Zhengchun Liu and
Rafael Vescovi and
Ryan Chard and
Bogdan Nicolae and
Ian T. Foster},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Braid-DB: Toward AI-Driven Science with Machine Learning Provenance},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {247--261},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_14},
doi = {10.1007/978-3-030-96498-6\_14},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/WozniakLVCNF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/YoginathDBHAYS21,
author = {Srikanth B. Yoginath and
Mathieu Doucet and
Debsindhu Bhowmik and
David Heise and
Folami Alamudun and
Hong{-}Jun Yoon and
Christopher B. Stanley},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Secure Collaborative Environment for Seamless Sharing of Scientific
Knowledge},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {139--156},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_8},
doi = {10.1007/978-3-030-96498-6\_8},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/YoginathDBHAYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/YoshiiSSLHM21,
author = {Kazutomo Yoshii and
Rajesh Sankaran and
Sebastian Strempfer and
Maksim Levental and
Mike Hammer and
Antonino Miceli},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {A Hardware Co-design Workflow for Scientific Instruments at the Edge},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {209--226},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_12},
doi = {10.1007/978-3-030-96498-6\_12},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/YoshiiSSLHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/ZhangM21,
author = {Chen Zhang and
Zachary Morgan},
editor = {Jeffrey Nichols and
Arthur Barney Maccabe and
James J. Nutaro and
Swaroop Pophale and
Pravallika Devineni and
Theresa Ahearn and
Becky Verastegui},
title = {Advanced Image Reconstruction for {MCP} Detector in Event Mode},
booktitle = {Driving Scientific and Engineering Discoveries Through the Integration
of Experiment, Big Data, and Modeling and Simulation - 21st Smoky
Mountains Computational Sciences and Engineering, {SMC} 2021, Virtual
Event, October 18-20, 2021, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1512},
pages = {383--397},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-96498-6\_22},
doi = {10.1007/978-3-030-96498-6\_22},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/ZhangM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/AlamKBALWS20,
author = {Sadaf R. Alam and
Mark Klein and
Mauro Bianco and
Roberto Aielli and
Xavier Lapillonne and
Andre Walser and
Thomas C. Schulthess},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Software Defined Infrastructure for Operational Numerical Weather
Prediction},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {303--317},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_20},
doi = {10.1007/978-3-030-63393-6\_20},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/AlamKBALWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/AlharinPDS20,
author = {Alnour Alharin and
Yatri Patel and
Thanh{-}Nam Doan and
Mina Sartipi},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Data Analysis and Visualization of Traffic in Chicago with Size and
Landuse-Aware Vehicle to Buildings Assignment},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {518--529},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_35},
doi = {10.1007/978-3-030-63393-6\_35},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/AlharinPDS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/ArchibaldCDD0FL20,
author = {Rick Archibald and
Edmond Chow and
Eduardo F. D'Azevedo and
Jack J. Dongarra and
Markus Eisenbach and
Rocco Febbo and
Florent Lopez and
Daniel Nichols and
Stanimire Tomov and
Kwai Wong and
Junqi Yin},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Integrating Deep Learning in Domain Sciences at Exascale},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {35--50},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_3},
doi = {10.1007/978-3-030-63393-6\_3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/ArchibaldCDD0FL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/BaeS20,
author = {Joshua Bae and
Jonathan Sheng},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Using Statistical Analysis and Computer Vision to Understand Uncertainty
in Subsurface Exploration},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {530--541},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_36},
doi = {10.1007/978-3-030-63393-6\_36},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/BaeS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/BoudwinCLW20,
author = {Kathlyn Boudwin and
Douglas Collins and
Cathleen Lavelle and
Julia White},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Navigating the Road to Successfully Manage a Large-Scale Research
and Development Project: The Exascale Computing Project {(ECP)} Experience},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {381--393},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_25},
doi = {10.1007/978-3-030-63393-6\_25},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/BoudwinCLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/BrightwellFGLLO20,
author = {Ron Brightwell and
Kurt B. Ferreira and
Ryan E. Grant and
Scott Levy and
Jay F. Lofstead and
Stephen L. Olivier and
Kevin T. Pedretti and
Andrew J. Younge and
Ann C. Gentile and
Jim M. Brandt},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {{ALAMO:} Autonomous Lightweight Allocation, Management, and Optimization},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {408--422},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_27},
doi = {10.1007/978-3-030-63393-6\_27},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/BrightwellFGLLO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/CampbellKW20,
author = {Scott Campbell and
Mariam Kiran and
Fatema Bannat Wala},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Unsupervised Anomaly Detection in Daily {WAN} Traffic Patterns},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {240--256},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_16},
doi = {10.1007/978-3-030-63393-6\_16},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/CampbellKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/CappelloDG20,
author = {Franck Cappello and
Sheng Di and
Ali Murat Gok},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Fulfilling the Promises of Lossy Compression for Scientific Applications},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {99--116},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_7},
doi = {10.1007/978-3-030-63393-6\_7},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/CappelloDG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/CardwellVSCRWMT20,
author = {Suma George Cardwell and
Craig M. Vineyard and
William Severa and
Frances S. Chance and
Fredrick H. Rothganger and
Felix Wang and
Srideep Musuvathy and
Corinne Teeter and
James B. Aimone},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Truly Heterogeneous {HPC:} Co-design to Achieve What Science Needs
from {HPC}},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {349--365},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_23},
doi = {10.1007/978-3-030-63393-6\_23},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/CardwellVSCRWMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/ChoiWCKCPLMEPWC20,
author = {Jong Choi and
Ruonan Wang and
Randy Michael Churchill and
Ralph Kube and
Minjun Choi and
Jinseop Park and
Jeremy Logan and
Kshitij Mehta and
Greg Eisenhauer and
Norbert Podhorszki and
Matthew Wolf and
Choong{-}Seock Chang and
Scott Klasky},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Data Federation Challenges in Remote Near-Real-Time Fusion Experiment
Data Processing},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {285--299},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_19},
doi = {10.1007/978-3-030-63393-6\_19},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/ChoiWCKCPLMEPWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/ChurchillCKCK20,
author = {Randy Michael Churchill and
Jong Choi and
Ralph Kube and
Choong{-}Seock Chang and
Scott Klasky},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Machine Learning for the Complex, Multi-scale Datasets in Fusion Energy},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {269--284},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_18},
doi = {10.1007/978-3-030-63393-6\_18},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/ChurchillCKCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/DashD20,
author = {Sajal Dash and
Archi Dasgupta},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Towards a Universal Classifier for Crystallographic Space Groups:
{A} Trickle-Down Approach to Handle Data Imbalance},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {465--478},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_31},
doi = {10.1007/978-3-030-63393-6\_31},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/DashD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Doucet20,
author = {Mathieu Doucet},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {From Smart Homes to Smart Laboratories: Connected Instruments for
Materials Science},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {257--268},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_17},
doi = {10.1007/978-3-030-63393-6\_17},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/Doucet20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/DurdenMCCDD0WXH20,
author = {David J. Durden and
Stefan Metzger and
Housen Chu and
Nathan Collier and
Kenneth J. Davis and
Ankur R. Desai and
Jitendra Kumar and
William R. Wieder and
Min Xu and
Forrest M. Hoffman},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Automated Integration of Continental-Scale Observations in Near-Real
Time for Simulation and Analysis of Biosphere-Atmosphere Interactions},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {204--225},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_14},
doi = {10.1007/978-3-030-63393-6\_14},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/DurdenMCCDD0WXH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/GodoyPHHDB20,
author = {William F. Godoy and
Peter F. Peterson and
Steven E. Hahn and
John Hetrick and
Mathieu Doucet and
Jay Jay Billings},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Performance Improvements on {SNS} and {HFIR} Instrument Data Reduction
Workflows Using Mantid},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {175--186},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_12},
doi = {10.1007/978-3-030-63393-6\_12},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/GodoyPHHDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/GrodowitzSP20,
author = {Megan Grodowitz and
Pavel Shamis and
Steve Poole},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {OpenSHMEM {I/O} Extensions for Fine-Grained Access to Persistent Memory
Storage},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {318--333},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_21},
doi = {10.1007/978-3-030-63393-6\_21},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/GrodowitzSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/HathawayM20,
author = {Clark Hathaway and
Sebastian Mobo},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {A Framework for Linking Urban Traffic and Vehicle Emissions in Smart
Cities},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {491--502},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_33},
doi = {10.1007/978-3-030-63393-6\_33},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/HathawayM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/HernandezSYLEEK20,
author = {Benjam{\'{\i}}n Hern{\'{a}}ndez and
Suhas Somnath and
Junqi Yin and
Hao Lu and
Joe Eaton and
Peter Entschev and
John Kirkham and
Zahra Ronaghi},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Performance Evaluation of Python Based Data Analytics Frameworks in
Summit: Early Experiences},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {366--380},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_24},
doi = {10.1007/978-3-030-63393-6\_24},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/HernandezSYLEEK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/HuangCR20,
author = {Lei Huang and
Edward Clee and
Nishath Rajiv Ranasinghe},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Improving Seismic Wave Simulation and Inversion Using Deep Learning},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {3--19},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_1},
doi = {10.1007/978-3-030-63393-6\_1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/HuangCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/InneoWSE20,
author = {Samantha Inneo and
Daniel Wadler and
Jack Schneiderhan and
Ronald Estevez},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {The Macro Impacts of Micro-Climates on the Energy Consumption of Urban
Buildings},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {479--490},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_32},
doi = {10.1007/978-3-030-63393-6\_32},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/InneoWSE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/LiangFWL20,
author = {Zhen Liang and
Yong Fan and
Di Wang and
Johann Lombardi},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Distributed Transaction and Self-healing System of {DAOS}},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {334--348},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_22},
doi = {10.1007/978-3-030-63393-6\_22},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/LiangFWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/LindquistLD20,
author = {Neil Lindquist and
Piotr Luszczek and
Jack J. Dongarra},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Improving the Performance of the {GMRES} Method Using Mixed-Precision
Techniques},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {51--66},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_4},
doi = {10.1007/978-3-030-63393-6\_4},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/LindquistLD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/LiuS20,
author = {Yan Y. Liu and
Jibonananda Sanyal},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Scalable Data-Intensive Geocomputation: {A} Design for Real-Time Continental
Flood Inundation Mapping},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {130--144},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_9},
doi = {10.1007/978-3-030-63393-6\_9},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/LiuS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Lofstead20,
author = {Jay F. Lofstead},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Memory vs. Storage Software and Hardware: The Shifting Landscape},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {394--407},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_26},
doi = {10.1007/978-3-030-63393-6\_26},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/Lofstead20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/MansouriRNCS20,
author = {Misagh Mansouri and
Jeremiah Roland and
Sree Nukala and
Jin Cho and
Mina Sartipi},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {The Heavy Lifting Treatment Helper (HeaLTH) Algorithm: Streamlining
the Clinical Trial Selection Process},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {542--552},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_37},
doi = {10.1007/978-3-030-63393-6\_37},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/MansouriRNCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/McClureYAMWVWBR20,
author = {James E. McClure and
Junqi Yin and
Ryan T. Armstrong and
Ketan C. Maheshwari and
Sean R. Wilkinson and
Lucas Vlcek and
Ying Da Wang and
Mark A. Berrill and
Mark Rivers},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Toward Real-Time Analysis of Synchrotron Micro-Tomography Data: Accelerating
Experimental Workflows with {AI} and {HPC}},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {226--239},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_15},
doi = {10.1007/978-3-030-63393-6\_15},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/McClureYAMWVWBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/MorenoSES20,
author = {Regan Moreno and
Chad A. Steed and
Katherine Engstrom and
Erik Schmidt},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Examining and Presenting Cycles in Temperature Logs from the Vulcan
Diffractometer},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {443--450},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_29},
doi = {10.1007/978-3-030-63393-6\_29},
timestamp = {Sat, 25 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/MorenoSES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/NaughtonHSRKEBB20,
author = {Thomas J. Naughton and
Seth Hitefield and
Lawrence Sorrillo and
Nageswara S. V. Rao and
James Kohl and
Wael R. Elwasif and
Jean{-}Christophe Bilheux and
Hassina Z. Bilheux and
Swen Boehm and
Jason Kincl and
Satyabrata Sen and
Neena Imam},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Software Framework for Federated Science Instruments},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {189--203},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_13},
doi = {10.1007/978-3-030-63393-6\_13},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/NaughtonHSRKEBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Nicolae20,
author = {Bogdan Nicolae},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {DataStates: Towards Lightweight Data Models for Deep Learning},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {117--129},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_8},
doi = {10.1007/978-3-030-63393-6\_8},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/Nicolae20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Pan20,
author = {Jin Pan},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Probability Flow for Classifying Crystallographic Space Groups},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {451--464},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_30},
doi = {10.1007/978-3-030-63393-6\_30},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/Pan20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/Parete-KoonPGZD20,
author = {Suzanne Parete{-}Koon and
Peter F. Peterson and
Garrett E. Granroth and
Wenduo Zhou and
Pravallika Devineni and
Nouamane Laanait and
Junqi Yin and
Albina Y. Borisevich and
Ketan Maheshwari and
Melissa R. Allen{-}Dumas and
Srinath Ravulaparthy and
Kuldeep R. Kurte and
Jibo Sanyal and
Anne Berres and
Olivera Kotevska and
Folami Alamudun and
Keith Gray and
Max Grossman and
Anar Yusifov and
Ioana Danciu and
Gil Alterovitz and
Dasha Herrmannova},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems
in the Areas of Neutron Science, Material Science, Urban Modeling
and Dynamics, Geophysics, and Biomedical Informatics},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {425--442},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_28},
doi = {10.1007/978-3-030-63393-6\_28},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/Parete-KoonPGZD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/PugmireKCCCGGKK20,
author = {David Pugmire and
James Kress and
Jieyang Chen and
Hank Childs and
Jong Choi and
Dmitry Ganyushin and
Berk Geveci and
Mark Kim and
Scott Klasky and
Xin Liang and
Jeremy Logan and
Nicole Marsaglia and
Kshitij Mehta and
Norbert Podhorszki and
Caitlin Ross and
Eric Suchyta and
Nick Thompson and
Steven Walton and
Lipeng Wan and
Matthew Wolf},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Visualization as a Service for Scientific Data},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {157--174},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_11},
doi = {10.1007/978-3-030-63393-6\_11},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/PugmireKCCCGGKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/QuWHWB20,
author = {Ao Qu and
Yu Wang and
Yue Hu and
Yanbing Wang and
Hiba Baroud},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {A Data-Integration Analysis on Road Emissions and Traffic Patterns},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {503--517},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_34},
doi = {10.1007/978-3-030-63393-6\_34},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/QuWHWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/SchwarzCHMT20,
author = {Nicholas Schwarz and
Stuart Campbell and
Alexander Hexemer and
Apurva Mehta and
Jana Thayer},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Enabling Scientific Discovery at Next-Generation Light Sources with
Advanced {AI} and {HPC}},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {145--156},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_10},
doi = {10.1007/978-3-030-63393-6\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/SchwarzCHMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/StansberrySSS20,
author = {Dale Stansberry and
Suhas Somnath and
Gregory Shutt and
Mallikarjun Shankar},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {A Systemic Approach to Facilitating Reproducibility via Federated,
End-to-End Data Management},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {83--98},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_6},
doi = {10.1007/978-3-030-63393-6\_6},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/StansberrySSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/StillerBBP0DVBH20,
author = {Patrick Stiller and
Friedrich Bethke and
Maximilian B{\"{o}}hme and
Richard Pausch and
Sunna Torge and
Alexander Debus and
Jan Vorberger and
Michael Bussmann and
Nico Hoffmann},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Large-Scale Neural Solvers for Partial Differential Equations},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {20--34},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_2},
doi = {10.1007/978-3-030-63393-6\_2},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/StillerBBP0DVBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc2/WaughM20,
author = {Harry Waugh and
Simon McIntosh{-}Smith},
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {On the Use of {BLAS} Libraries in Modern Scientific Codes at Scale},
booktitle = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
pages = {67--79},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6\_5},
doi = {10.1007/978-3-030-63393-6\_5},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc2/WaughM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/smc2/2020,
editor = {Jeffrey Nichols and
Becky Verastegui and
Arthur Barney Maccabe and
Oscar R. Hernandez and
Suzanne Parete{-}Koon and
Theresa Ahearn},
title = {Driving Scientific and Engineering Discoveries Through the Convergence
of HPC, Big Data and {AI} - 17th Smoky Mountains Computational Sciences
and Engineering Conference, {SMC} 2020, Oak Ridge, TN, USA, August
26-28, 2020, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1315},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63393-6},
doi = {10.1007/978-3-030-63393-6},
isbn = {978-3-030-63392-9},
timestamp = {Sun, 26 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc2/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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