Articles in proceedings 2020
Contribution to a conference proceedings
Archival Data Repository Services to Enable HPC and Cloud Workflows in a Federated Research e-Infrastructure
2020 IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies (SuperCompCloud), AtlantaAtlanta, GA, 11 Nov 2020 - 11 Nov 2020
IEEE 39-44 (2020) [10.1109/SuperCompCloud51944.2020.00012]
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Journal Article/Contribution to a conference proceedings
Low-energy pion-nucleon scattering and the Δ resonance in lattice QCD
The 12th International Workshop on the Physics of Excited Nucleons, BonnBonn, Germany, 10 Jun 2019 - 14 Jun 2019
The European physical journal / Web of Conferences 241, 02006 (2020) [10.1051/epjconf/202024102006]
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Details of a staggered fermion data analysis
Proceedings of 37th International Symposium on Lattice Field Theory — PoS(LATTICE2019) - Sissa Medialab Trieste, Italy, 2020. - ISBN - doi:10.22323/1.363.0048
37th International Symposium on Lattice Field Theory, WuhanWuhan, China, 16 Jun 2019 - 22 Jun 2019
Trieste, Italy : Sissa Medialab 048 pp. (2020) [10.22323/1.363.0048]
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Sub-Grid Scale Modelling at Scale with Deep Learning and up to 60 Billion Degrees of Freedom
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 379 - 388 (2020)
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Porting Applications to Arm-based Processors
2020 IEEE International Conference on Cluster Computing (CLUSTER), KobeKobe, Japan, 14 Sep 2020 - 17 Sep 2020
IEEE 559-566 (2020) [10.1109/CLUSTER49012.2020.00079]
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BEAM-ME: Accelerating Linear Energy Systems Models by a Massively Parallel Interior Point Method
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 345 - 352 (2020)
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Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer
2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 2020
IEEE 1973 - 1976 (2020) [10.1109/IGARSS39084.2020.9323544]
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Circularly-Polarized Harmonic Generation in Underdense Plasma Using Bi-Color Lasers
OSA High-brightness Sources and Light-driven Interactions Congress 2020, Washington, DCWashington, DC, United States, 16 Nov 2020 - 20 Nov 2020
Optica Publishing Group Washington, D.C. ETh3A.3 (2020) [10.1364/EUVXRAY.2020.ETh3A.3]
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Realising the LOFAR Two-Metre Sky Survey
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 113 - 122 (2020)
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Simulating Thioflavin T and Congo Red Binding to the Fibril Structure of Amyloid-$ß$(1-42)
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 53 - 61 (2020)
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HeAT – a Distributed and GPU-accelerated Tensor Framework for Data Analytics
2020 IEEE International Conference on Big Data (Big Data), AtlantaAtlanta, GA, 10 Dec 2020 - 13 Dec 2020
IEEE 276-287 (2020) [10.1109/BigData50022.2020.9378050]
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Performance Evaluation of ParalleX Execution model on Arm-based Platforms
2020 IEEE International Conference on Cluster Computing (CLUSTER), KobeKobe, Japan, 14 Sep 2020 - 17 Sep 2020
IEEE 567-575 (2020) [10.1109/CLUSTER49012.2020.00080]
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Eventify: Event-Based Task Parallelism for Strong Scaling
Proceedings of the Platform for Advanced Scientific Computing Conference - ACM New York, NY, USA, 2020. - ISBN 9781450379939 - doi:10.1145/3394277.3401858
PASC '20: Platform for Advanced Scientific Computing Conference, GenevaGeneva, Switzerland, 29 Jun 2020 - 1 Jul 2020
ACM New York, NY, USA 1-10 (2020) [10.1145/3394277.3401858]
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New Numerical Results for the Optimization of Neumann Eigenvalues
Computational and Analytic Methods in Science and Engineering
Computational and Mathematical Methods in Science and Engineering, CMMSE2019, CadizCadiz, Spain, 30 Jun 2019 - 6 Jul 2019
Basel : Birkhäuser 1-19 (2020)
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Numerical Calculation of Interior Transmission Eigenvalues with Mixed Boundary Conditions
Computational and Analytic Methods in Science and Engineering
Computational and Mathematical Methods in Science and Engineering, CMMSE2019, CadizCadiz, Spain, 30 Jun 2019 - 6 Jul 2019
Basel : Birkhäuser 173-193 (2020)
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Staged deployment of interactive multi-application HPC workflows
The 2019 International Conference on High Performance Computing & Simulation, HPCS 2019, DublinDublin, Ireland, 15 Jul 2019 - 19 Jul 2019
IEEE 305-311 (2020) [10.1109/HPCS48598.2019.9188104]
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Contribution to a book
GROMEX: A Scalable and Versatile Fast Multipole Method for Biomolecular Simulation
Software for Exascale Computing - SPPEXA 2016-2019
Cham : Springer International Publishing, Lecture Notes in Computational Science and Engineering 517-543 (2020)
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ExaStencils: Advanced Multigrid Solver Generation
Software for Exascale Computing - SPPEXA 2016-2019
Berlin : Springer, Lecture Notes in Computational Science and Engineering 136, 405 - 452 (2020)
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Computational Meshing for CFD Simulations
Clinical and Biomedical Engineering in the Human Nose - A Computational Fluid Dynamics Approach
Singapore : Springer Nature Singapore Pte Ltd. 2021, Biological and Medical Physics, Biomedical Engineering 85-115 (2020)
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High-Resolution Source Estimation of Volcanic Sulfur Dioxide Emissions Using Large-Scale Transport Simulations
Computational Science – ICCS 2020
International Conference on Computational Science 2020, ICCS 2020, AmsterdamAmsterdam, The Netherlands, 3 Jun 2020 - 5 Jun 2020
Cham : Springer, Lecture Notes in Computer Science 12139, 60-73 (2020) [10.1007/978-3-030-50420-5_5]
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Aggregation and coacervation with Monte Carlo simulations
Computational Approaches for Understanding Dynamical Systems: Protein Folding and Assembly
Germany : Elsevier, Progress in Molecular Biology and Translational Science 170, 505-520 (2020)
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NUMA-Awareness as a Plug-In for an Eventify-Based Fast Multipole Method
Computational Science – ICCS 2020
International Conference on Computational Science 2020, ICCS 2020, AmsterdamAmsterdam, The Netherlands, 3 Jun 2020 - 5 Jun 2020
428-441 (2020) [10.1007/978-3-030-50436-6_31]
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Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning
2020 IEEE Conference on Games (CoG) : [Proceedings] - IEEE, 2020
2020 IEEE Conference on Games (CoG), OsakaOsaka, Japan, 24 Aug 2020 - 27 Aug 2020
IEEE 447 - 454 (2020) [10.1109/CoG47356.2020.9231802]
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HPC Systems in the Next Decade – What to Expect, When, Where
24th International Conference on Computing in High Energy and Nuclear Physics, CHEP 2019, AdelaideAdelaide, Australia, 4 Nov 2019 - 8 Nov 2019
Les Ulis : EDP Sciences, The European physical journal / Web of Conferences 245, 11004 - (2020) [10.1051/epjconf/202024511004]
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Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning
High Performance Computing. ISC High Performance 2020. Lecture Notes in Computer Science
ISC High Performance 2020, ISC 2020, FrankfurtFrankfurt, Germany, 22 Jun 2020 - 25 Jun 2020
Cham : Springer, Lecture Notes in Computer Science 12321, 81-101 (2020) [10.1007/978-3-030-59851-8_6]
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Designing a Data Logistics and Model Deployment Service
ALLDATA 2020, The Sixth International Conference on Big Data, Small Data, Linked Data and Open Data, ALLDATA2020, LisbonLisbon, Portugal, 23 Feb 2020 - 27 Feb 2020
IARIA 22-26 (2020)
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Quantification of fiber orientation uncertainty in polarized light imaging of the human brain
Proc. SPIE 11312, Medical Imaging 2020: Physics of Medical Imaging, Houston, Texas Houston, Texas, United States, 16 Mar 2020 - 16 Mar 2020
1131239-9 (2020) [10.1117/12.2548935]
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Scaling Up a Multispectral Resnet-50 to 128 GPUs
2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 2020
IEEE 1058 - 1061 (2020) [10.1109/IGARSS39084.2020.9324237]
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Structure and transitions of nucleon excitations via parity-expanded variational analysis
37th International Symposium on Lattice Field Theory, WuhanWuhan, China, 16 Jun 2019 - 22 Jun 2019
Sissa Medialab Trieste, Italy 182 pp. (2020) [10.22323/1.363.0182]
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Developing Exascale Computing at JSC
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Deutschland, 27 Feb 2020 - 28 Feb 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 1 - 19 (2020)
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Examining Performance Portability with Kokkos for an Ewald Sum Coulomb Solver
Parallel Processing and Applied Mathematics, PPAM19, BialystokBialystok, Poland, 8 Sep 2019 - 11 Sep 2019
Cham : Springer, Lecture Notes in Computer Science 12044, 35-45 (2020) [10.1007/978-3-030-43222-5_4]
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Loss Scheduling for Class-Imbalanced Image Segmentation Problems
2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA), MiamiMiami, FL, 14 Dec 2020 - 17 Dec 2020
IEEE 426-431 (2020) [10.1109/ICMLA51294.2020.00073]
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Benchmarking Supercomputers with the Jülich Universal Quantum Computer Simulator
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Germany, 27 Feb 2020 - 28 Feb 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 255 - 264 (2020)
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Exascale potholes for HPC: Execution performance and variability analysis of the flagship application code HemeLB
Proceedings of 2020 IEEE/ACM International Workshop on HPC User Support Tools (HUST) and the Workshop on Programming and Performance Visualization Tools (ProTools)
Workshop on Programming and Performance Visualization Tools, ProTools '20, onlineonline, online, 12 Nov 2020 - 12 Nov 2020
IEEE 59-70 (2020) [10.1109/HUSTProtools51951.2020.00014]
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Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent
Machine Learning, Optimization, and Data Science
The Sixth International Conference on Machine Learning, Optimization, and Data Science, LOD2020, SienaSiena, Italy, 19 Jul 2020 - 22 Jul 2020
Cham : Springer, Lecture Notes in Computer Science 12566, : 5th ed., 78-92 (2020) [10.1007/978-3-030-64580-9_7]
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Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning
2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 2020
617 - 620 (2020) [10.1109/IGARSS39084.2020.9323734]
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