Articles in proceedings 2021
Contribution to a conference proceedings/Contribution to a book
Fenix: Distributed e-Infrastructure Services for EBRAINS
Brain-Inspired Computing / Amunts, Katrin (Editor) [https://orcid.org/0000-0001-5828-0867] ; Cham : Springer International Publishing, 2021, Chapter 6 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-82426-6=978-3-030-82427-3 ; doi:10.1007/978-3-030-82427-3
BrainComp 2019 - Workshop on Brain-Inspired Computing, BrainComp 2019, CetraroCetraro, Italy, 15 Jul 2019 - 19 Jul 2019
Cham : Springer International Publishing, Lecture Notes in Computer Science 12339, 81 - 89 (2021) [10.1007/978-3-030-82427-3_6]
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Space weather with DLMOS, xPic and GMM
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 109-144 (2021)
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Mont-Blanc 2020: Towards Scalable and Power Efficient European HPC Processors
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) : [Proceedings] - IEEE, 2021. - ISBN 978-3-9819263-5-4 - doi:10.23919/DATE51398.2021.9474093
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), GrenobleGrenoble, France, 1 Feb 2021 - 5 Feb 2021
136-141 (2021) [10.23919/DATE51398.2021.9474093]
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An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome
2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), OpatijaOpatija, Croatia, 27 Sep 2021 - 1 Oct 2021
340 - 345 (2021) [10.23919/MIPRO52101.2021.9596840]
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Design and Evaluation of an HPC-based Expert System to speed-up Retail Data Analysis using Residual Networks Combined with Parallel Association Rule Mining and Scalable Recommenders
2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), OpatijaOpatija, Croatia, 27 Sep 2021 - 1 Oct 2021
274 - 279 (2021) [10.23919/MIPRO52101.2021.9596796]
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Integration of Parallel I/O Library and Flash Native Accelerators: An Evaluation of SIONlib with IME
Proceedings of the Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems
EuroSys '21: Sixteenth European Conference on Computer Systems, Online EventOnline Event, UK, 26 Apr 2021 - 28 Apr 2021
ACM New York, NY, USA, CHEOPS '21 8 pp. (2021) [10.1145/3439839.3458736]
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Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images
Medical Imaging Meets NeurIPS (MedNeurIPS), Sydney / onlineSydney / online, Australia, 6 Dec 2021 - 14 Dec 2021
1-6 (2021)
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First principles 3D simulation of tokamak plasma breakdown
47th EPS Plasma Physics conference, OnlineOnline, Online, 21 Jun 2021 - 25 Jun 2021
Europhysics conference abstracts 45A, 141-144 (2021) [10.34734/FZJ-2023-05543]
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Evolutionary Optimization of Neural Architectures in Remote Sensing Classification Problems
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS : [Proceedings] - IEEE, 2021. - ISBN 978-1-6654-0369-6 - doi:10.1109/IGARSS47720.2021.9554309
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, BrusselsBrussels, Belgium, 12 Jul 2021 - 16 Jul 2021
IEEE 1587 - 1590 (2021) [10.1109/IGARSS47720.2021.9554309]
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Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS : [Proceedings] - IEEE, 2021. - ISBN 978-1-6654-0369-6 - doi:10.1109/IGARSS47720.2021.9554802
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), BrusselsBrussels, Belgium, 12 Jul 2021 - 16 Jul 2021
IEEE 2608-2611 (2021) [10.1109/IGARSS47720.2021.9554802]
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Generative Adversarial Deep Learning with Solar Images
AGU Fall Meeting, AGU, New OrleansNew Orleans, USA, 13 Dec 2021 - 17 Dec 2021
1 pp. (2021)
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Earth Science with NextDBSCAN, NextSVM and Deep Learning
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 145-166 (2021)
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Detecting Disaster Before It Strikes: On the Challenges of Automated Building and Testing in HPC Environments
Tools for High Performance Computing 2018 / 2019 / Mix, Hartmut (Editor) ; Cham : Springer International Publishing, 2021, Chapter 1 ; ISBN: 978-3-030-66056-7 ; doi:10.1007/978-3-030-66057-4
12th International Parallel Tools Workshop, StuttgartStuttgart, Germany, 17 Sep 2018 - 18 Sep 2018
Cham : Springer International Publishing 3-26 (2021) [10.1007/978-3-030-66057-4_1]
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Twelve Ways to Fool the Masses When Giving Parallel-in-Time Results
Parallel-in-Time Integration Methods
9th Workshop on Parallel-in-Time Integration, PinT9, onlineonline, online, 8 Jun 2020 - 12 Jun 2020
Cham : Springer International Publishing, Springer Proceedings in Mathematics & Statistics 356, 81 - 94 (2021) [10.1007/978-3-030-75933-9_4]
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A Web-Based Service Portal to Steer Numerical Simulations on High-Performance Computers
8th European Medical and Biological Engineering Conference, EMBEC 2020, PortorozPortoroz, Slovenia, 29 Nov 2020 - 3 Dec 2020
Springer, Cham 80, 57-65 (2021) [10.1007/978-3-030-64610-3_8]
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A Middleware Supporting Data Movement in Complex and Software-Defined Storage and Memory Architectures
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, FrankfurtFrankfurt, Germany, 22 Jun 2021 - 25 Jun 2021
Heidelberg : Springer, Lecture Notes in Computer Science 12761, 346 - 357 (2021) [10.1007/978-3-030-90539-2_23]
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JUWELS Booster – A Supercomputer for Large-Scale AI Research
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 2021
Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]
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High Energy Physics with CMSSW
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 167-185 (2021)
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A Picture Is Worth a Thousand Numbers—Enhancing Cube’s Analysis Capabilities with Plugins
Tools for High Performance Computing 2018 / 2019 / Mix, Hartmut (Editor) ; Cham : Springer International Publishing, 2021, Chapter 13 ; ISBN: 978-3-030-66056-7 ; doi:10.1007/978-3-030-66057-4
Tools for High Performance Computing 2019, DresdenDresden, Fed Rep Germany, 2 Sep 2019 - 3 Sep 2019
Cham : Springer International Publishing 237 - 259 (2021) [10.1007/978-3-030-66057-4_13]
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Second Quantization and Jordan-Wigner Representations
Simulating Correlations with Computers
Autumn School on Correlated Electrons, correl21, JülichJülich, Germany, 20 Sep 2021 - 24 Sep 2021
Jülich : Forschungszentrum Jülich, Modeling and Simulation 11, 1.1-1.29 (2021)
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Numerical Analysis of Oscillatory Flows in the Human Brain by a Lattice-Boltzmann Method
14th WCCM-ECCOMAS Congress : [Proceedings] - CIMNE, 2021. - ISBN - doi:10.23967/wccm-eccomas.2020.226
14th WCCM-ECCOMAS Congress, digitaldigital, digital, 11 Jan 2021 - 15 Jan 2021
1-12 (2021) [10.23967/wccm-eccomas.2020.226]
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Best Practices Guide
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 187-232 (2021) [10.34734/FZJ-2022-01060]
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Programming Quantum Computers
Simulating Correlations with Computers
Autumn School on Correlated Electrons, JülichJülich, Germany, 20 Sep 2021 - 24 Sep 2021
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich, Modeling and Simulation 11, 323-358 (2021)
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Molecular Dynamics with GROMACS
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 47-80 (2021)
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Neuroscience with NEST, Arbor and Elephant
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 27-46 (2021)
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QCD Transition Line and Correlators of Conserved Charges from Lattice QCD
On-line Meeting Criticality in QCD and the Hadron Resonance Gas, onlineonline, online, 29 Jul 2020 - 31 Jul 2020
Acta physica Polonica / B / Proceedings supplement 14(2), 281 pp. (2021) [10.5506/APhysPolBSupp.14.281]
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Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS : [Proceedings] - IEEE, 2021. - ISBN 978-1-6654-0369-6 - doi:10.1109/IGARSS47720.2021.9554656
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, BrusselsBrussels, Belgium, 12 Jul 2021 - 16 Jul 2021
IEEE 1571-1582 (2021) [10.1109/IGARSS47720.2021.9554656]
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Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures
IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), PortlandPortland, USA, 17 Jun 2021 - 21 Jun 2021
IEEE 76-85 (2021) [10.1109/IPDPSW52791.2021.00019]
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Radio astronomy with the GPU Correlator, the GPU Imager and the FPGA Imager
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 81-108 (2021)
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Machine-Learning-Based Control of Perturbed and Heated Channel Flows
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC2021, FrankfurtFrankfurt, Germany, 24 Jun 2021 - 2 Jul 2021
Springer, Lecture Notes in Computer Science 12761, 7 - 22 (2021) [10.1007/978-3-030-90539-2_1]
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LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs
NeurIPS Workshop Datacentric AI, DCAI2021, onlineonline, online, 14 Dec 2021 - 14 Dec 2021
5 p. (2021)
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Enhancing Large Batch Size Training of Deep Models for Remote Sensing Applications
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS : [Proceedings] - IEEE, 2021. - ISBN 978-1-6654-0369-6 - doi:10.1109/IGARSS47720.2021.9555136
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, BrusselsBrussels, Belgium, 12 Jul 2021 - 16 Jul 2021
IEEE 1583-1586 (2021) [10.1109/IGARSS47720.2021.9555136]
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Using Performance Analysis Tools for a Parallel-in-Time Integrator
Parallel-in-Time Integration Methods
9th Workshop on Parallel-in-Time Integration, PinT9, onlineonline, online, 8 Jun 2020 - 12 Jun 2020
Cham : Springer International Publishing, Springer Proceedings in Mathematics & Statistics 356, 51 - 80 (2021) [10.1007/978-3-030-75933-9_3]
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Modular Supercomputing for Neuroscience
Brain-Inspired Computing / Amunts, Katrin (Editor) [https://orcid.org/0000-0001-5828-0867] ; Cham : Springer International Publishing, 2021, Chapter 5 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-030-82426-6=978-3-030-82427-3 ; doi:10.1007/978-3-030-82427-3
BrainComp 2019 - Workshop on Brain-Inspired Computing, CetraroCetraro, Italy, 15 Jul 2019 - 19 Jul 2019
Cham : Springer International Publishing, Lecture Notes in Computer Science 12339, 63-80 (2021) [10.1007/978-3-030-82427-3_5]
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The DEEP-EST project
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich IAS Series 48, 9-25 (2021)
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Critical Analysis of the Modular Supercomputing Architecture
Porting applications to a Modular Supercomputer - Experiences from the DEEP-EST project
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag Jülich, Schriften des Forschungszentrums Jülich IAS Series 48, 233-245 (2021)
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Exploring the impact of node failures on the resource allocation for parallel jobs
14th Workshop on Resiliency in High Performance Computing (Resilience) in Clusters, Clouds, and Grids, LisbonLisbon, Portugal, 30 Aug 2021 - 30 Aug 2021
12 p. (2021)
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Including in situ visualization and analysis in PDI
ISC High Performance Digital 2021 International Workshops, FrankfurtFrankfurt, Germany, 24 Jun 2021 - 2 Jul 2021
Cham : Springer, Lecture Notes in Computer Science 12761, 508-512 (2021) [10.1007/978-3-030-90539-2_35]
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Multilevel simulation-based co-design of next generation HPC microprocessors
SC workshop proceedings
The 12th International Workshop on Performance Modeling, Benchmarking and Simulation of High-Performance Computer Systems, PMBS21, St. LouisSt. Louis, USA, 15 Nov 2021 - 15 Nov 2021
12 p. (2021)
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