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ORCIDBibTeX records: Thorsten Kurth
@inproceedings{DBLP:conf/icml/Liu-SchiaffiniB24,
author = {Miguel Liu{-}Schiaffini and
Julius Berner and
Boris Bonev and
Thorsten Kurth and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Neural Operators with Localized Integral and Differential Kernels},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=vl9GB3fbht},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/Liu-SchiaffiniB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15305,
author = {Noah D. Brenowitz and
Yair Cohen and
Jaideep Pathak and
Ankur Mahesh and
Boris Bonev and
Thorsten Kurth and
Dale R. Durran and
Peter Harrington and
Michael S. Pritchard},
title = {A Practical Probabilistic Benchmark for {AI} Weather Models},
journal = {CoRR},
volume = {abs/2401.15305},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15305},
doi = {10.48550/ARXIV.2401.15305},
eprinttype = {arXiv},
eprint = {2401.15305},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16845,
author = {Miguel Liu{-}Schiaffini and
Julius Berner and
Boris Bonev and
Thorsten Kurth and
Kamyar Azizzadenesheli and
Anima Anandkumar},
title = {Neural Operators with Localized Integral and Differential Kernels},
journal = {CoRR},
volume = {abs/2402.16845},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16845},
doi = {10.48550/ARXIV.2402.16845},
eprinttype = {arXiv},
eprint = {2402.16845},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-08632,
author = {Chenggong Wang and
Michael S. Pritchard and
Noah D. Brenowitz and
Yair Cohen and
Boris Bonev and
Thorsten Kurth and
Dale R. Durran and
Jaideep Pathak},
title = {Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System
Model},
journal = {CoRR},
volume = {abs/2406.08632},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.08632},
doi = {10.48550/ARXIV.2406.08632},
eprinttype = {arXiv},
eprint = {2406.08632},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-08632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-01581,
author = {Ankur Mahesh and
William D. Collins and
Boris Bonev and
Noah D. Brenowitz and
Yair Cohen and
Peter Harrington and
Karthik Kashinath and
Thorsten Kurth and
Joshua North and
Travis A. O'Brien and
Michael S. Pritchard and
David Pruitt and
Mark Risser and
Shashank Subramanian and
Jared Willard},
title = {Huge Ensembles Part {II:} Properties of a Huge Ensemble of Hindcasts
Generated with Spherical Fourier Neural Operators},
journal = {CoRR},
volume = {abs/2408.01581},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.01581},
doi = {10.48550/ARXIV.2408.01581},
eprinttype = {arXiv},
eprint = {2408.01581},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-01581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ei-hpci/LiuSVHHDBRKFGRC23,
author = {Felix Liu and
Vanitha Sankaranarayanan and
Javier E. Villanueva{-}Meyer and
Shawn Hervey{-}Jumper and
James Hawkins and
Pablo F. Damasceno and
Mauro Bisson and
Joshua Romero and
Thorsten Kurth and
Massimiliano Fatica and
Eleftherios Garyfallidis and
Ariel Rokem and
Jason C. Crane and
Sharmila Majumdar},
title = {Clinical validation of rapid GPU-enabled {DTI} tractography of the
brain},
booktitle = {High Performance Computing for Imaging 2023, San Francisco, CA, USA,
January 15-19, 2023},
pages = {1--4},
publisher = {Society for Imaging Science and Technology},
year = {2023},
url = {https://doi.org/10.2352/EI.2023.35.11.HPCI-237},
doi = {10.2352/EI.2023.35.11.HPCI-237},
timestamp = {Fri, 21 Jul 2023 13:58:07 +0200},
biburl = {https://dblp.org/rec/conf/ei-hpci/LiuSVHHDBRKFGRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BonevK0PBKA23,
author = {Boris Bonev and
Thorsten Kurth and
Christian Hundt and
Jaideep Pathak and
Maximilian Baust and
Karthik Kashinath and
Anima Anandkumar},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Spherical Fourier Neural Operators: Learning Stable Dynamics on the
Sphere},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {2806--2823},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/bonev23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/BonevK0PBKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuHPLBGLWBBLSBH23,
author = {Sungduk Yu and
Walter M. Hannah and
Liran Peng and
Jerry Lin and
Mohamed Aziz Bhouri and
Ritwik Gupta and
Bj{\"{o}}rn L{\"{u}}tjens and
Justus C. Will and
Gunnar Behrens and
Julius Busecke and
Nora Loose and
Charles Stern and
Tom Beucler and
Bryce E. Harrop and
Benjamin R. Hillman and
Andrea M. Jenney and
Savannah L. Ferretti and
Nana Liu and
Animashree Anandkumar and
Noah D. Brenowitz and
Veronika Eyring and
Nicholas Geneva and
Pierre Gentine and
Stephan Mandt and
Jaideep Pathak and
Akshay Subramaniam and
Carl Vondrick and
Rose Yu and
Laure Zanna and
Tian Zheng and
Ryan Abernathey and
Fiaz Ahmed and
David C. Bader and
Pierre Baldi and
Elizabeth A. Barnes and
Christopher S. Bretherton and
Peter M. Caldwell and
Wayne Chuang and
Yilun Han and
Yu Huang and
Fernando Iglesias{-}Suarez and
Sanket R. Jantre and
Karthik Kashinath and
Marat Khairoutdinov and
Thorsten Kurth and
Nicholas J. Lutsko and
Po{-}Lun Ma and
Griffin Mooers and
J. David Neelin and
David A. Randall and
Sara Shamekh and
Mark Taylor and
Nathan M. Urban and
Janni Yuval and
Guang Zhang and
Mike Pritchard},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {ClimSim: {A} large multi-scale dataset for hybrid physics-ML climate
emulation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/45fbcc01349292f5e059a0b8b02c8c3f-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuHPLBGLWBBLSBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pasc/TsarisRKHYWDT23,
author = {Aristeidis Tsaris and
Joshua Romero and
Thorsten Kurth and
Jacob D. Hinkle and
Hong{-}Jun Yoon and
Feiyi Wang and
Sajal Dash and
Georgia D. Tourassi},
editor = {Axel Huebl and
Cristina Silvano and
Timothy Robinson},
title = {Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition
on Convolutional Neural Networks},
booktitle = {Proceedings of the Platform for Advanced Scientific Computing Conference,
{PASC} 2023, Davos, Switzerland, June 26-28, 2023},
pages = {2:1--2:11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3592979.3593401},
doi = {10.1145/3592979.3593401},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pasc/TsarisRKHYWDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pasc/KurthSHPMHMKA23,
author = {Thorsten Kurth and
Shashank Subramanian and
Peter Harrington and
Jaideep Pathak and
Morteza Mardani and
David Hall and
Andrea Miele and
Karthik Kashinath and
Anima Anandkumar},
editor = {Axel Huebl and
Cristina Silvano and
Timothy Robinson},
title = {FourCastNet: Accelerating Global High-Resolution Weather Forecasting
Using Adaptive Fourier Neural Operators},
booktitle = {Proceedings of the Platform for Advanced Scientific Computing Conference,
{PASC} 2023, Davos, Switzerland, June 26-28, 2023},
pages = {13:1--13:11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3592979.3593412},
doi = {10.1145/3592979.3593412},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pasc/KurthSHPMHMKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03838,
author = {Boris Bonev and
Thorsten Kurth and
Christian Hundt and
Jaideep Pathak and
Maximilian Baust and
Karthik Kashinath and
Anima Anandkumar},
title = {Spherical Fourier Neural Operators: Learning Stable Dynamics on the
Sphere},
journal = {CoRR},
volume = {abs/2306.03838},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03838},
doi = {10.48550/ARXIV.2306.03838},
eprinttype = {arXiv},
eprint = {2306.03838},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08754,
author = {Sungduk Yu and
Walter M. Hannah and
Liran Peng and
Mohamed Aziz Bhouri and
Ritwik Gupta and
Jerry Lin and
Bj{\"{o}}rn L{\"{u}}tjens and
Justus C. Will and
Tom Beucler and
Bryce E. Harrop and
Benjamin R. Hillman and
Andrea M. Jenney and
Savannah L. Ferretti and
Nana Liu and
Anima Anandkumar and
Noah D. Brenowitz and
Veronika Eyring and
Pierre Gentine and
Stephan Mandt and
Jaideep Pathak and
Carl Vondrick and
Rose Yu and
Laure Zanna and
Ryan P. Abernathey and
Fiaz Ahmed and
David C. Bader and
Pierre Baldi and
Elizabeth A. Barnes and
Gunnar Behrens and
Christopher S. Bretherton and
Julius J. M. Busecke and
Peter M. Caldwell and
Wayne Chuang and
Yilun Han and
Yu Huang and
Fernando Iglesias{-}Suarez and
Sanket R. Jantre and
Karthik Kashinath and
Marat Khairoutdinov and
Thorsten Kurth and
Nicholas J. Lutsko and
Po{-}Lun Ma and
Griffin Mooers and
J. David Neelin and
David A. Randall and
Sara Shamekh and
Akshay Subramaniam and
Mark A. Taylor and
et al.},
title = {ClimSim: An open large-scale dataset for training high-resolution
physics emulators in hybrid multi-scale climate simulators},
journal = {CoRR},
volume = {abs/2306.08754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08754},
doi = {10.48550/ARXIV.2306.08754},
eprinttype = {arXiv},
eprint = {2306.08754},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06253,
author = {Matthias Karlbauer and
Nathaniel Cresswell{-}Clay and
Raul A. Moreno and
Dale R. Durran and
Thorsten Kurth and
Martin V. Butz},
title = {Advancing Parsimonious Deep Learning Weather Prediction using the
HEALPix Mesh},
journal = {CoRR},
volume = {abs/2311.06253},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06253},
doi = {10.48550/ARXIV.2311.06253},
eprinttype = {arXiv},
eprint = {2311.06253},
timestamp = {Thu, 16 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hust-ws/ShaoKZ22,
author = {Robin Shao and
Thorsten Kurth and
Zhengji Zhao},
title = {{NERSC} Job Script Generator},
booktitle = {{IEEE/ACM} International Workshop on {HPC} User Support Tools, HUST@SC
2022, Dallas, TX, USA, November 13-18, 2022},
pages = {41--43},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/HUST56722.2022.00010},
doi = {10.1109/HUST56722.2022.00010},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hust-ws/ShaoKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11214,
author = {Jaideep Pathak and
Shashank Subramanian and
Peter Harrington and
Sanjeev Raja and
Ashesh Chattopadhyay and
Morteza Mardani and
Thorsten Kurth and
David Hall and
Zongyi Li and
Kamyar Azizzadenesheli and
Pedram Hassanzadeh and
Karthik Kashinath and
Animashree Anandkumar},
title = {FourCastNet: {A} Global Data-driven High-resolution Weather Model
using Adaptive Fourier Neural Operators},
journal = {CoRR},
volume = {abs/2202.11214},
year = {2022},
url = {https://arxiv.org/abs/2202.11214},
eprinttype = {arXiv},
eprint = {2202.11214},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05419,
author = {Thorsten Kurth and
Shashank Subramanian and
Peter Harrington and
Jaideep Pathak and
Morteza Mardani and
David Hall and
Andrea Miele and
Karthik Kashinath and
Animashree Anandkumar},
title = {FourCastNet: Accelerating Global High-Resolution Weather Forecasting
using Adaptive Fourier Neural Operators},
journal = {CoRR},
volume = {abs/2208.05419},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05419},
doi = {10.48550/ARXIV.2208.05419},
eprinttype = {arXiv},
eprint = {2208.05419},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/CasalinoDGBSATB21,
author = {Lorenzo Casalino and
Abigail C. Dommer and
Zied Gaieb and
Em{\'{\i}}lia P. Barros and
Terra Sztain and
Surl{-}Hee Ahn and
Anda Trifan and
Alexander Brace and
Anthony T. Bogetti and
Austin Clyde and
Heng Ma and
Hyungro Lee and
Matteo Turilli and
Syma Khalid and
Lillian T. Chong and
Carlos Simmerling and
David J. Hardy and
Julio D. C. Maia and
James C. Phillips and
Thorsten Kurth and
Abraham C. Stern and
Lei Huang and
John D. McCalpin and
Mahidhar Tatineni and
Tom Gibbs and
John E. Stone and
Shantenu Jha and
Arvind Ramanathan and
Rommie E. Amaro},
title = {AI-driven multiscale simulations illuminate mechanisms of SARS-CoV-2
spike dynamics},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {35},
number = {5},
year = {2021},
url = {https://doi.org/10.1177/10943420211006452},
doi = {10.1177/10943420211006452},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhpca/CasalinoDGBSATB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/SaadiABBBBBCCCC21,
author = {Aymen Al Saadi and
Dario Alf{\`{e}} and
Yadu N. Babuji and
Agastya Bhati and
Ben Blaiszik and
Alexander Brace and
Thomas S. Brettin and
Kyle Chard and
Ryan Chard and
Austin Clyde and
Peter V. Coveney and
Ian T. Foster and
Tom Gibbs and
Shantenu Jha and
Kristopher Keipert and
Dieter Kranzlm{\"{u}}ller and
Thorsten Kurth and
Hyungro Lee and
Zhuozhao Li and
Heng Ma and
Gerald Mathias and
Andr{\'{e}} Merzky and
Alexander Partin and
Arvind Ramanathan and
Ashka Shah and
Abraham C. Stern and
Rick Stevens and
Li Tan and
Mikhail Titov and
Anda Trifan and
Aristeidis Tsaris and
Matteo Turilli and
Huub J. J. Van Dam and
Shunzhou Wan and
David Wifling and
Junqi Yin},
editor = {Xian{-}He Sun and
Sameer Shende and
Laxmikant V. Kal{\'{e}} and
Yong Chen},
title = {{IMPECCABLE:} Integrated Modeling PipelinE for {COVID} Cure by Assessing
Better LEads},
booktitle = {{ICPP} 2021: 50th International Conference on Parallel Processing,
Lemont, IL, USA, August 9 - 12, 2021},
pages = {40:1--40:12},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3472456.3473524},
doi = {10.1145/3472456.3473524},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpp/SaadiABBBBBCCCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhpc-ws/FarrellEBDDFFKK21,
author = {Steven Farrell and
Murali Emani and
Jacob Balma and
Lukas Drescher and
Aleksandr Drozd and
Andreas Fink and
Geoffrey C. Fox and
David Kanter and
Thorsten Kurth and
Peter Mattson and
Dawei Mu and
Amit Ruhela and
Kento Sato and
Koichi Shirahata and
Tsuguchika Tabaru and
Aristeidis Tsaris and
Jan Balewski and
Ben Cumming and
Takumi Danjo and
Jens Domke and
Takaaki Fukai and
Naoto Fukumoto and
Tatsuya Fukushi and
Balazs Gerofi and
Takumi Honda and
Toshiyuki Imamura and
Akihiko Kasagi and
Kentaro Kawakami and
Shuhei Kudo and
Akiyoshi Kuroda and
Maxime Martinasso and
Satoshi Matsuoka and
Henrique Mendon{\c{c}}a and
Kazuki Minami and
Prabhat Ram and
Takashi Sawada and
Mallikarjun Shankar and
Tom St. John and
Akihiro Tabuchi and
Venkatram Vishwanath and
Mohamed Wahib and
Masafumi Yamazaki and
Junqi Yin},
title = {MLPerf{\texttrademark} {HPC:} {A} Holistic Benchmark Suite for Scientific
Machine Learning on {HPC} Systems},
booktitle = {{IEEE/ACM} Workshop on Machine Learning in High Performance Computing
Environments, MLHPC@SC 2021, St. Louis, MO, USA, November 15, 2021},
pages = {33--45},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLHPC54614.2021.00009},
doi = {10.1109/MLHPC54614.2021.00009},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhpc-ws/FarrellEBDDFFKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sai/YangWKF021,
author = {Charlene Yang and
Yunsong Wang and
Thorsten Kurth and
Steven Farrell and
Samuel Williams},
editor = {Kohei Arai},
title = {Hierarchical Roofline Performance Analysis for Deep Learning Applications},
booktitle = {Intelligent Computing - Proceedings of the 2021 Computing Conference,
Volume 2, {SAI} 2021, Virtual Event, 15-16 July, 2021},
series = {Lecture Notes in Networks and Systems},
volume = {284},
pages = {473--491},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80126-7\_35},
doi = {10.1007/978-3-030-80126-7\_35},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sai/YangWKF021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11466,
author = {Steven Farrell and
Murali Emani and
Jacob Balma and
Lukas Drescher and
Aleksandr Drozd and
Andreas Fink and
Geoffrey C. Fox and
David Kanter and
Thorsten Kurth and
Peter Mattson and
Dawei Mu and
Amit Ruhela and
Kento Sato and
Koichi Shirahata and
Tsuguchika Tabaru and
Aristeidis Tsaris and
Jan Balewski and
Ben Cumming and
Takumi Danjo and
Jens Domke and
Takaaki Fukai and
Naoto Fukumoto and
Tatsuya Fukushi and
Balazs Gerofi and
Takumi Honda and
Toshiyuki Imamura and
Akihiko Kasagi and
Kentaro Kawakami and
Shuhei Kudo and
Akiyoshi Kuroda and
Maxime Martinasso and
Satoshi Matsuoka and
Henrique Mendon{\c{c}}a and
Kazuki Minami and
Prabhat Ram and
Takashi Sawada and
Mallikarjun Shankar and
Tom St. John and
Akihiro Tabuchi and
Venkatram Vishwanath and
Mohamed Wahib and
Masafumi Yamazaki and
Junqi Yin},
title = {MLPerf {HPC:} {A} Holistic Benchmark Suite for Scientific Machine
Learning on {HPC} Systems},
journal = {CoRR},
volume = {abs/2110.11466},
year = {2021},
url = {https://arxiv.org/abs/2110.11466},
eprinttype = {arXiv},
eprint = {2110.11466},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/YangKW20,
author = {Charlene Yang and
Thorsten Kurth and
Samuel Williams},
title = {Hierarchical Roofline analysis for GPUs: Accelerating performance
optimization for the {NERSC-9} Perlmutter system},
journal = {Concurr. Comput. Pract. Exp.},
volume = {32},
number = {20},
year = {2020},
url = {https://doi.org/10.1002/cpe.5547},
doi = {10.1002/CPE.5547},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/YangKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/WangYFZKW20,
author = {Yunsong Wang and
Charlene Yang and
Steven Farrell and
Yan Zhang and
Thorsten Kurth and
Samuel Williams},
title = {Time-Based Roofline for Deep Learning Performance Analysis},
booktitle = {Fourth {IEEE/ACM} Workshop on Deep Learning on Supercomputers, DLS@SC
2020, Atlanta, GA, USA, November 11, 2020},
pages = {10--19},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DLS51937.2020.00007},
doi = {10.1109/DLS51937.2020.00007},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/WangYFZKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04598,
author = {Yunsong Wang and
Charlene Yang and
Steven Farrell and
Yan Zhang and
Thorsten Kurth and
Samuel Williams},
title = {Time-Based Roofline for Deep Learning Performance Analysis},
journal = {CoRR},
volume = {abs/2009.04598},
year = {2020},
url = {https://arxiv.org/abs/2009.04598},
eprinttype = {arXiv},
eprint = {2009.04598},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05257,
author = {Yunsong Wang and
Charlene Yang and
Steven Farrell and
Thorsten Kurth and
Samuel Williams},
title = {Hierarchical Roofline Performance Analysis for Deep Learning Applications},
journal = {CoRR},
volume = {abs/2009.05257},
year = {2020},
url = {https://arxiv.org/abs/2009.05257},
eprinttype = {arXiv},
eprint = {2009.05257},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00072,
author = {Jaideep Pathak and
Mustafa Mustafa and
Karthik Kashinath and
Emmanuel Motheau and
Thorsten Kurth and
Marcus Day},
title = {Using Machine Learning to Augment Coarse-Grid Computational Fluid
Dynamics Simulations},
journal = {CoRR},
volume = {abs/2010.00072},
year = {2020},
url = {https://arxiv.org/abs/2010.00072},
eprinttype = {arXiv},
eprint = {2010.00072},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06574,
author = {Aymen Al Saadi and
Dario Alf{\`{e}} and
Yadu N. Babuji and
Agastya Bhati and
Ben Blaiszik and
Thomas S. Brettin and
Kyle Chard and
Ryan Chard and
Peter V. Coveney and
Anda Trifan and
Alex Brace and
Austin Clyde and
Ian T. Foster and
Tom Gibbs and
Shantenu Jha and
Kristopher Keipert and
Thorsten Kurth and
Dieter Kranzlm{\"{u}}ller and
Hyungro Lee and
Zhuozhao Li and
Heng Ma and
Andr{\'{e}} Merzky and
Gerald Mathias and
Alexander Partin and
Junqi Yin and
Arvind Ramanathan and
Ashka Shah and
Abraham C. Stern and
Rick Stevens and
Li Tan and
Mikhail Titov and
Aristeidis Tsaris and
Matteo Turilli and
Huub J. J. Van Dam and
Shunzhou Wan and
David Wifling},
title = {{IMPECCABLE:} Integrated Modeling PipelinE for {COVID} Cure by Assessing
Better LEads},
journal = {CoRR},
volume = {abs/2010.06574},
year = {2020},
url = {https://arxiv.org/abs/2010.06574},
eprinttype = {arXiv},
eprint = {2010.06574},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/CookKDCHW19,
author = {Brandon Cook and
Thorsten Kurth and
Jack Deslippe and
Pierre Carrier and
Nick Hill and
Nathan Wichmann},
title = {Eigensolver performance comparison on Cray {XC} systems},
journal = {Concurr. Comput. Pract. Exp.},
volume = {31},
number = {16},
year = {2019},
url = {https://doi.org/10.1002/cpe.4997},
doi = {10.1002/CPE.4997},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/CookKDCHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/KurthSMSM19,
author = {Thorsten Kurth and
Mikhail Smorkalov and
Peter Mendygral and
Srinivas Sridharan and
Amrita Mathuriya},
title = {TensorFlow at Scale: Performance and productivity analysis of distributed
training with Horovod, MLSL, and Cray {PE} {ML}},
journal = {Concurr. Comput. Pract. Exp.},
volume = {31},
number = {16},
year = {2019},
url = {https://doi.org/10.1002/cpe.4989},
doi = {10.1002/CPE.4989},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/KurthSMSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeehpcs/OjikaGLYCDDLK19,
author = {David Ojika and
Ann Gordon{-}Ross and
Herman Lam and
Shinjae Yoo and
Younggang Cui and
Zhihua Dong and
Kirstin Kleese van Dam and
Seyong Lee and
Thorsten Kurth},
title = {{PCS:} {A} Productive Computational Science Platform},
booktitle = {17th International Conference on High Performance Computing {\&}
Simulation, {HPCS} 2019, Dublin, Ireland, July 15-19, 2019},
pages = {636--641},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/HPCS48598.2019.9188108},
doi = {10.1109/HPCS48598.2019.9188108},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeehpcs/OjikaGLYCDDLK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/YangPKTKFBRCTH19,
author = {Liu Yang and
Prabhat and
George E. Karniadakis and
Sean Treichler and
Thorsten Kurth and
Keno Fischer and
David A. Barajas{-}Solano and
Joshua Romero and
Valentin Churavy and
Alexandre M. Tartakovsky and
Michael Houston},
title = {Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic
PDEs},
booktitle = {Third {IEEE/ACM} Workshop on Deep Learning on Supercomputers, DLS@SC
2019, Denver, CO, USA, November 17, 2019},
pages = {1--11},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DLS49591.2019.00006},
doi = {10.1109/DLS49591.2019.00006},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/YangPKTKFBRCTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/JooKCKTISD19,
author = {B{\'{a}}lint Jo{\'{o}} and
Thorsten Kurth and
Michael A. Clark and
Jeongnim Kim and
Christian Robert Trott and
Dan Ibanez and
Daniel Sunderland and
Jack Deslippe},
title = {Performance Portability of a Wilson Dslash Stencil Operator Mini-App
Using Kokkos and {SYCL}},
booktitle = {2019 {IEEE/ACM} International Workshop on Performance, Portability
and Productivity in HPC, P3HPC@SC 2019, Denver, CO, USA, November
22, 2019},
pages = {14--25},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/P3HPC49587.2019.00007},
doi = {10.1109/P3HPC49587.2019.00007},
timestamp = {Tue, 21 Jan 2020 17:01:39 +0100},
biburl = {https://dblp.org/rec/conf/sc/JooKCKTISD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/JiangOKPVPL19,
author = {Chao Jiang and
Dave Ojika and
Thorsten Kurth and
Prabhat and
Sofia Vallecorsa and
Bhavesh Patel and
Herman Lam},
editor = {Mich{\`{e}}le Weiland and
Guido Juckeland and
Sadaf R. Alam and
Heike Jagode},
title = {Acceleration of Scientific Deep Learning Models on Heterogeneous Computing
Platform with Intel\({}^{\mbox{{\textregistered}}}\) FPGAs},
booktitle = {High Performance Computing - {ISC} High Performance 2019 International
Workshops, Frankfurt, Germany, June 16-20, 2019, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11887},
pages = {587--600},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34356-9\_44},
doi = {10.1007/978-3-030-34356-9\_44},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/supercomputer/JiangOKPVPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13444,
author = {Liu Yang and
Sean Treichler and
Thorsten Kurth and
Keno Fischer and
David A. Barajas{-}Solano and
Joshua Romero and
Valentin Churavy and
Alexandre M. Tartakovsky and
Michael Houston and
Prabhat and
George E. Karniadakis},
title = {Highly-scalable, physics-informed GANs for learning solutions of stochastic
PDEs},
journal = {CoRR},
volume = {abs/1910.13444},
year = {2019},
url = {http://arxiv.org/abs/1910.13444},
eprinttype = {arXiv},
eprint = {1910.13444},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/HeCDFGHKKLYZBH18,
author = {Yun (Helen) He and
Brandon Cook and
Jack Deslippe and
Brian Friesen and
Richard A. Gerber and
Rebecca Hartman{-}Baker and
Alice Koniges and
Thorsten Kurth and
Stephen Leak and
Woo{-}Sun Yang and
Zhengji Zhao and
Eddie Baron and
Peter Hauschildt},
title = {Preparing {NERSC} users for Cori, a Cray {XC40} system with Intel
many integrated cores},
journal = {Concurr. Comput. Pract. Exp.},
volume = {30},
number = {1},
year = {2018},
url = {https://doi.org/10.1002/cpe.4291},
doi = {10.1002/CPE.4291},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/HeCDFGHKKLYZBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/0001NRBGBMMBCJK18,
author = {Chin{-}Chen Chang and
Amy N. Nicholson and
Enrico Rinaldi and
Evan Berkowitz and
Nicolas Garron and
D. A. Brantley and
H. Monge{-}Camacho and
C. J. Monahan and
Chris Bouchard and
Michael A. Clark and
B{\'{a}}lint Jo{\'{o}} and
Thorsten Kurth and
Konstantinos Orginos and
Pavlos Vranas and
Andr{\'{e}} Walker{-}Loud},
title = {A per-cent-level determination of the nucleon axial coupling from
quantum chromodynamics},
journal = {Nat.},
volume = {558},
number = {7708},
pages = {91--94},
year = {2018},
url = {https://doi.org/10.1038/s41586-018-0161-8},
doi = {10.1038/S41586-018-0161-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/0001NRBGBMMBCJK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KurthTRMLPMMDFP18,
author = {Thorsten Kurth and
Sean Treichler and
Joshua Romero and
Mayur Mudigonda and
Nathan Luehr and
Everett H. Phillips and
Ankur Mahesh and
Michael A. Matheson and
Jack Deslippe and
Massimiliano Fatica and
Prabhat and
Michael Houston},
title = {Exascale deep learning for climate analytics},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage, and Analysis, {SC} 2018, Dallas, TX, USA, November
11-16, 2018},
pages = {51:1--51:12},
publisher = {{IEEE} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3291724},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/KurthTRMLPMMDFP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/BerkowitzCGMNRV18,
author = {Evan Berkowitz and
Michael A. Clark and
Arjun Singh Gambhir and
Kenneth McElvain and
Amy N. Nicholson and
Enrico Rinaldi and
Pavlos Vranas and
Andr{\'{e}} Walker{-}Loud and
Chia{-}Cheng Chang and
B{\'{a}}lint Jo{\'{o}} and
Thorsten Kurth and
Kostas Orginos},
title = {Simulating the \emph{weak} death of the Neutron in a femtoscale universe
with near-exascale computing},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage, and Analysis, {SC} 2018, Dallas, TX, USA, November
11-16, 2018},
pages = {55:1--55:9},
publisher = {{IEEE} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3291730},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/BerkowitzCGMNRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AustinDDDCFKYW18,
author = {Brian Austin and
Christopher S. Daley and
Douglas Doerfler and
Jack Deslippe and
Brandon Cook and
Brian Friesen and
Thorsten Kurth and
Charlene Yang and
Nicholas J. Wright},
title = {A Metric for Evaluating Supercomputer Performance in the Era of Extreme
Heterogeneity},
booktitle = {2018 {IEEE/ACM} Performance Modeling, Benchmarking and Simulation
of High Performance Computer Systems, PMBS@SC 2018, Dallas, TX, USA,
November 12, 2018},
pages = {63--71},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/PMBS.2018.8641549},
doi = {10.1109/PMBS.2018.8641549},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/AustinDDDCFKYW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GayatriYKD18,
author = {Rahulkumar Gayatri and
Charlene Yang and
Thorsten Kurth and
Jack Deslippe},
editor = {Sunita Chandrasekaran and
Guido Juckeland and
Sandra Wienke},
title = {A Case Study for Performance Portability Using OpenMP 4.5},
booktitle = {Accelerator Programming Using Directives - 5th International Workshop,
{WACCPD} 2018, Dallas, TX, USA, November 11-17, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11381},
pages = {75--95},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-12274-4\_4},
doi = {10.1007/978-3-030-12274-4\_4},
timestamp = {Tue, 29 Dec 2020 18:33:08 +0100},
biburl = {https://dblp.org/rec/conf/sc/GayatriYKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/CookYKD18,
author = {Brandon Cook and
Charlene Yang and
Thorsten Kurth and
Jack Deslippe},
editor = {Rio Yokota and
Mich{\`{e}}le Weiland and
John Shalf and
Sadaf R. Alam},
title = {Sparse CSB{\_}Coo Matrix-Vector and Matrix-Matrix Performance on Intel
Xeon Architectures},
booktitle = {High Performance Computing - {ISC} High Performance 2018 International
Workshops, Frankfurt/Main, Germany, June 28, 2018, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11203},
pages = {463--471},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-02465-9\_33},
doi = {10.1007/978-3-030-02465-9\_33},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/CookYKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/JooK18,
author = {B{\'{a}}lint Jo{\'{o}} and
Thorsten Kurth},
editor = {Rio Yokota and
Mich{\`{e}}le Weiland and
John Shalf and
Sadaf R. Alam},
title = {Lessons Learned from Optimizing Kernels for Adaptive Aggregation Multi-grid
Solvers in Lattice {QCD}},
booktitle = {High Performance Computing - {ISC} High Performance 2018 International
Workshops, Frankfurt/Main, Germany, June 28, 2018, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11203},
pages = {472--486},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-02465-9\_34},
doi = {10.1007/978-3-030-02465-9\_34},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/supercomputer/JooK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01609,
author = {Evan Berkowitz and
Michael A. Clark and
Arjun Singh Gambhir and
Kenneth McElvain and
Amy N. Nicholson and
Enrico Rinaldi and
Pavlos Vranas and
Andr{\'{e}} Walker{-}Loud and
Chia{-}Cheng Chang and
B{\'{a}}lint Jo{\'{o}} and
Thorsten Kurth and
Kostas Orginos},
title = {Simulating the weak death of the neutron in a femtoscale universe
with near-Exascale computing},
journal = {CoRR},
volume = {abs/1810.01609},
year = {2018},
url = {http://arxiv.org/abs/1810.01609},
eprinttype = {arXiv},
eprint = {1810.01609},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01993,
author = {Thorsten Kurth and
Sean Treichler and
Joshua Romero and
Mayur Mudigonda and
Nathan Luehr and
Everett H. Phillips and
Ankur Mahesh and
Michael A. Matheson and
Jack Deslippe and
Massimiliano Fatica and
Prabhat and
Michael Houston},
title = {Exascale Deep Learning for Climate Analytics},
journal = {CoRR},
volume = {abs/1810.01993},
year = {2018},
url = {http://arxiv.org/abs/1810.01993},
eprinttype = {arXiv},
eprint = {1810.01993},
timestamp = {Fri, 30 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cphysics/BarnesKCWPKD17,
author = {Taylor Barnes and
Thorsten Kurth and
Pierre Carrier and
Nathan Wichmann and
David Prendergast and
Paul R. C. Kent and
Jack Deslippe},
title = {Improved treatment of exact exchange in Quantum {ESPRESSO}},
journal = {Comput. Phys. Commun.},
volume = {214},
pages = {52--58},
year = {2017},
url = {https://doi.org/10.1016/j.cpc.2017.01.008},
doi = {10.1016/J.CPC.2017.01.008},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cphysics/BarnesKCWPKD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KurthZSRMPMSBSD17,
author = {Thorsten Kurth and
Jian Zhang and
Nadathur Satish and
Evan Racah and
Ioannis Mitliagkas and
Md. Mostofa Ali Patwary and
Tareq M. Malas and
Narayanan Sundaram and
Wahid Bhimji and
Mikhail Smorkalov and
Jack Deslippe and
Mikhail Shiryaev and
Srinivas Sridharan and
Prabhat and
Pradeep Dubey},
editor = {Bernd Mohr and
Padma Raghavan},
title = {Deep learning at 15PF: supervised and semi-supervised classification
for scientific data},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2017, Denver, CO, USA, November
12 - 17, 2017},
pages = {7},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3126908.3126916},
doi = {10.1145/3126908.3126916},
timestamp = {Tue, 08 Nov 2022 16:03:02 +0100},
biburl = {https://dblp.org/rec/conf/sc/KurthZSRMPMSBSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/KurthABCDDFHKLM17,
author = {Thorsten Kurth and
William Arndt and
Taylor Barnes and
Brandon Cook and
Jack Deslippe and
Douglas Doerfler and
Brian Friesen and
Yun (Helen) He and
Tuomas Koskela and
Mathieu Lobet and
Tareq M. Malas and
Leonid Oliker and
Andrey Ovsyannikov and
Samuel Williams and
Woo{-}Sun Yang and
Zhengji Zhao},
editor = {Julian M. Kunkel and
Rio Yokota and
Michela Taufer and
John Shalf},
title = {Analyzing Performance of Selected {NESAP} Applications on the Cori
{HPC} System},
booktitle = {High Performance Computing - {ISC} High Performance 2017 International
Workshops, DRBSD, ExaComm, HCPM, HPC-IODC, IWOPH, IXPUG, P{\^{}}3MA,
VHPC, Visualization at Scale, WOPSSS, Frankfurt, Germany, June 18-22,
2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10524},
pages = {334--347},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67630-2\_25},
doi = {10.1007/978-3-319-67630-2\_25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/KurthABCDDFHKLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/CookKAWD17,
author = {Brandon Cook and
Thorsten Kurth and
Brian Austin and
Samuel Williams and
Jack Deslippe},
editor = {Julian M. Kunkel and
Rio Yokota and
Michela Taufer and
John Shalf},
title = {Performance Variability on Xeon Phi},
booktitle = {High Performance Computing - {ISC} High Performance 2017 International
Workshops, DRBSD, ExaComm, HCPM, HPC-IODC, IWOPH, IXPUG, P{\^{}}3MA,
VHPC, Visualization at Scale, WOPSSS, Frankfurt, Germany, June 18-22,
2017, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10524},
pages = {419--429},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67630-2\_31},
doi = {10.1007/978-3-319-67630-2\_31},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/CookKAWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05256,
author = {Thorsten Kurth and
Jian Zhang and
Nadathur Satish and
Ioannis Mitliagkas and
Evan Racah and
Md. Mostofa Ali Patwary and
Tareq M. Malas and
Narayanan Sundaram and
Wahid Bhimji and
Mikhail Smorkalov and
Jack Deslippe and
Mikhail Shiryaev and
Srinivas Sridharan and
Prabhat and
Pradeep Dubey},
title = {Deep Learning at 15PF: Supervised and Semi-Supervised Classification
for Scientific Data},
journal = {CoRR},
volume = {abs/1708.05256},
year = {2017},
url = {http://arxiv.org/abs/1708.05256},
eprinttype = {arXiv},
eprint = {1708.05256},
timestamp = {Mon, 24 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03573,
author = {Wahid Bhimji and
Steven Andrew Farrell and
Thorsten Kurth and
Michela Paganini and
Prabhat and
Evan Racah},
title = {Deep Neural Networks for Physics Analysis on low-level whole-detector
data at the {LHC}},
journal = {CoRR},
volume = {abs/1711.03573},
year = {2017},
url = {http://arxiv.org/abs/1711.03573},
eprinttype = {arXiv},
eprint = {1711.03573},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09388,
author = {Amrita Mathuriya and
Thorsten Kurth and
Vivek Rane and
Mustafa Mustafa and
Lei Shao and
Debbie Bard and
Prabhat and
Victor W. Lee},
title = {Scaling {GRPC} Tensorflow on 512 nodes of Cori Supercomputer},
journal = {CoRR},
volume = {abs/1712.09388},
year = {2017},
url = {http://arxiv.org/abs/1712.09388},
eprinttype = {arXiv},
eprint = {1712.09388},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwomp/MengKHWKCDB16,
author = {Zhaoyi Meng and
Alice Koniges and
Yun (Helen) He and
Samuel Williams and
Thorsten Kurth and
Brandon Cook and
Jack Deslippe and
Andrea L. Bertozzi},
editor = {Naoya Maruyama and
Bronis R. de Supinski and
Mohamed Wahib},
title = {OpenMP Parallelization and Optimization of Graph-Based Machine Learning
Algorithms},
booktitle = {OpenMP: Memory, Devices, and Tasks - 12th International Workshop on
OpenMP, {IWOMP} 2016, Nara, Japan, October 5-7, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9903},
pages = {17--31},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45550-1\_2},
doi = {10.1007/978-3-319-45550-1\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwomp/MengKHWKCDB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pvm/KonigesCDKS16,
author = {Alice Koniges and
Brandon Cook and
Jack Deslippe and
Thorsten Kurth and
Hongzhang Shan},
editor = {Jack J. Dongarra and
Daniel J. Holmes and
Antonia B. K. Collis and
Jesper Larsson Tr{\"{a}}ff and
Lorna Smith},
title = {{MPI} usage at {NERSC:} Present and Future},
booktitle = {Proceedings of the 23rd European {MPI} Users' Group Meeting, EuroMPI
2016, Edinburgh, United Kingdom, September 25-28, 2016},
pages = {217},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2966884.2966894},
doi = {10.1145/2966884.2966894},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pvm/KonigesCDKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/BarnesCDDFHKKLM16,
author = {Taylor Barnes and
Brandon Cook and
Jack Deslippe and
Douglas Doerfler and
Brian Friesen and
Yun (Helen) He and
Thorsten Kurth and
Tuomas Koskela and
Mathieu Lobet and
Tareq M. Malas and
Leonid Oliker and
Andrey Ovsyannikov and
Abhinav Sarje and
Jean{-}Luc Vay and
Henri Vincenti and
Samuel Williams and
Pierre Carrier and
Nathan Wichmann and
Marcus Wagner and
Paul R. C. Kent and
Christopher Kerr and
John M. Dennis},
title = {Evaluating and Optimizing the {NERSC} Workload on Knights Landing},
booktitle = {7th International Workshop on Performance Modeling, Benchmarking and
Simulation of High Performance Computer Systems, PMBS@SC 2016, Salt
Lake, UT, USA, November 14, 2016},
pages = {43--53},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/PMBS.2016.010},
doi = {10.1109/PMBS.2016.010},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/BarnesCDDFHKKLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/DoerflerDWOCKLM16,
author = {Douglas Doerfler and
Jack Deslippe and
Samuel Williams and
Leonid Oliker and
Brandon Cook and
Thorsten Kurth and
Mathieu Lobet and
Tareq M. Malas and
Jean{-}Luc Vay and
Henri Vincenti},
editor = {Michela Taufer and
Bernd Mohr and
Julian M. Kunkel},
title = {Applying the Roofline Performance Model to the Intel Xeon Phi Knights
Landing Processor},
booktitle = {High Performance Computing - {ISC} High Performance 2016 International
Workshops, ExaComm, E-MuCoCoS, HPC-IODC, IXPUG, IWOPH, P{\^{}}3MA,
VHPC, WOPSSS, Frankfurt, Germany, June 19-23, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {9945},
pages = {339--353},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46079-6\_24},
doi = {10.1007/978-3-319-46079-6\_24},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/DoerflerDWOCKLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/MalasKD16,
author = {Tareq M. Malas and
Thorsten Kurth and
Jack Deslippe},
editor = {Michela Taufer and
Bernd Mohr and
Julian M. Kunkel},
title = {Optimization of the Sparse Matrix-Vector Products of an {IDR} Krylov
Iterative Solver in EMGeo for the Intel {KNL} Manycore Processor},
booktitle = {High Performance Computing - {ISC} High Performance 2016 International
Workshops, ExaComm, E-MuCoCoS, HPC-IODC, IXPUG, IWOPH, P{\^{}}3MA,
VHPC, WOPSSS, Frankfurt, Germany, June 19-23, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {9945},
pages = {378--389},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46079-6\_27},
doi = {10.1007/978-3-319-46079-6\_27},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/MalasKD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/JooKKVW16,
author = {B{\'{a}}lint Jo{\'{o}} and
Dhiraj D. Kalamkar and
Thorsten Kurth and
Karthikeyan Vaidyanathan and
Aaron Walden},
editor = {Michela Taufer and
Bernd Mohr and
Julian M. Kunkel},
title = {Optimizing Wilson-Dirac Operator and Linear Solvers for Intel{\textregistered}
{KNL}},
booktitle = {High Performance Computing - {ISC} High Performance 2016 International
Workshops, ExaComm, E-MuCoCoS, HPC-IODC, IXPUG, IWOPH, P{\^{}}3MA,
VHPC, WOPSSS, Frankfurt, Germany, June 19-23, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {9945},
pages = {415--427},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46079-6\_30},
doi = {10.1007/978-3-319-46079-6\_30},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/JooKKVW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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