Artikel in Proceedings 2022
Contribution to a conference proceedings
Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification
2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala LumpurKuala Lumpur, Malaysia, 17 Jul 2022 - 22 Jul 2022
IEEE 263-266 (2022) [10.1109/IGARSS46834.2022.9883257]
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Stout-smearing, gradient flow and $c_{\text{SW}}$ at one loop order
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0407
38th International Symposium on Lattice Field Theory, LATTICE2021, MIT, Boston (virtual)MIT, Boston (virtual), USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 396, 7 pages (2022) [10.22323/1.396.0407]
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Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS)
2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) : [Proceedings] - IEEE, 2022. - ISBN 978-953-233-103-5 - doi:10.23919/MIPRO55190.2022.9803320
2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO), OpatijaOpatija, Croatia, 23 May 2022 - 27 May 2022
IEEE 368-373 (2022) [10.23919/MIPRO55190.2022.9803320]
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Quantifying corrections to the hadron resonance gas with lattice QCD
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0186
The 38th International Symposium on Lattice Field Theory, LATTICE2021, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology, USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 396, 10 pages (2022) [10.22323/1.396.0186]
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Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Large-Eddy Simulations of ECN Spray C
SAE WCX World Congress Experience, DetroitDetroit, USA, 5 Apr 2022 - 7 Apr 2022
SAE Technical Paper 1-9 (2022)
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Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Turbulent Premixed Combustion and Engine-like Flame Kernel Direct Numerical Simulation Data
39th International Symposium on Combustion, VancouverVancouver, Canada, 24 Jul 2022 - 29 Jul 2022
1-9 (2022)
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Full Injector Simulations of ECN Spray C
The European Conference on Liquid Atomization and Spray Systems, ILASS, online-onlyonline-only, Israel, 6 Sep 2022 - 8 Sep 2022
1-5 (2022)
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Super-Resolution-based Subfilter Modeling for Interfacial Flows
The European Conference on Liquid Atomization and Spray Systems, ILASS, online-onlyonline-only, Israel, 6 Sep 2022 - 8 Sep 2022
1-4 (2022)
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High precision scale setting on the lattice
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0371
The 38th International Symposium on Lattice Field Theory, LATTICE2021, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology, USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 396, 10 pages (2022) [10.22323/1.396.0371]
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Assessing the State of Autovectorization Support based on SVE
2022 IEEE International Conference on Cluster Computing (CLUSTER), HeidelbergHeidelberg, Germany, 5 Sep 2022 - 8 Sep 2022
IEEE 556–562 (2022) [10.1109/CLUSTER51413.2022.00073]
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The Parallel Full Approximation Scheme in Space and Time for a Parabolic Finite Element Problem
Domain Decomposition Methods in Science and Engineering XXVI / Brenner, Susanne C. (Editor) ; Cham : Springer International Publishing, 2022, Chapter 57 ; ISSN: 1439-7358=2197-7100 ; ISBN: 978-3-030-95024-8=978-3-030-95025-5 ; doi:10.1007/978-3-030-95025-5
26th International Domain Decomposition Conference, DD26, onlineonline, Hong Kong, 7 Dec 2020 - 12 Dec 2020
Lecture Notes in Computational Science and Engineering 145, 531 - 538 (2022) [10.1007/978-3-030-95025-5_57]
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Enabling energy systems research on HPC
SC Technical Program Archives - Research posters
The International Conference for High Performance Computing, Networking, Storage, and Analysis, SC22, DallasDallas, USA, 13 Nov 2022 - 18 Nov 2022
SC22 Supercomputing conference 3 pp. (2022)
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Towards Topological Analysis of Non-symmetric Tensor Fields via Complexification
Discrete Geometry and Mathematical Morphology, DGMM 2022, StrasbourgStrasbourg, France, 24 Oct 2022 - 27 Oct 2022
Cham : Springer International Publishing, Lecture Notes in Computer Science 13493, 48 - 59 (2022) [10.1007/978-3-031-19897-7_5]
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Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Jülich Unified Infrastructure for Quantum Computing
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala LumpurKuala Lumpur, Malaysia, 17 Jul 2022 - 22 Jul 2022
IEEE 4149-4152 (2022) [10.1109/IGARSS46834.2022.9883225]
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NoaSci: A Numerical Object Array Library for I/O of Scientific Applications on Object Storage
2022 30th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), ValladolidValladolid, Spain, 9 Mar 2022 - 11 Mar 2022
IEEE 172-176 (2022) [10.1109/PDP55904.2022.00034]
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Minimally doubled fermions and topology in 2D
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0556
38th International Symposium on Lattice Field Theory, LATTICE2021, MIT, Boston (virtual)MIT, Boston (virtual), USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 396, 8 pages (2022) [10.22323/1.396.0556]
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Intra-taste eigenvalue splittings of staggered, Karsten-Wilczek and Borici-Creutz fermions in 2D
Proceedings of The 39th International Symposium on Lattice Field Theory — PoS(LATTICE2022) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.430.0291
The 39th International Symposium on Lattice Field Theory, Lattice 2021, BonnBonn, Germany, 8 Aug 2022 - 13 Aug 2022
Sissa Medialab Trieste, Italy 291 pp. (2022) [10.22323/1.430.0291]
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Quark spin-orbit correlations in the proton
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0413
The 38th International Symposium on Lattice Field Theory, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology, USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 8 pp. (2022) [10.22323/1.396.0413]
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Experimental and numerical studies on laser-generated spin-polarized particle beams
48th EPS Conference on Plasma Physics, MaastrichtMaastricht, Netherlands, 27 Jun 2022 - 1 Jul 2022
207 pp. (2022)
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Exotic states in the $\pi D$ system
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0211
The 38th International Symposium on Lattice Field Theory, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology, USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 211 pp. (2022) [10.22323/1.396.0211]
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Correlated Coevolving Mutations at Protein–Protein Interfaces
Protein Interactions / Helms, Volkhard (Editor) ; : Wiley, 2022, ; ISBN: 9783527348640 ; doi:10.1002/9783527830503
Weinheim : Wiley 39-52 (2022) [10.1002/9783527830503.ch3]
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Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part II: Autoencoder Training on HPC Systems
33rd International Conference on Parallel Computational Fluid Dynamics, ParCFD2022, AlbaAlba, Italy, 25 May 2022 - 27 May 2022
4 pages (2022)
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Emergent phenomena from centre vortices
The 38th International Symposium on Lattice Field Theory, onlineonline, USA, 25 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 588 pp. (2022) [10.34734/FZJ-2023-05736]
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Contribution to a book
Computing Elastic Interior Transmission Eigenvalues
Integral Methods in Science and Engineering
Cham : Springer International Publishing 139-155 (2022) [10.1007/978-3-031-07171-3_10]
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TopSuite: Collection of Deep Learning-Based Metamethods to Predict and Evaluate Protein Structures and Properties
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 47 - 54 (2022)
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Simulation of Sound Wave Focusing by Variable Density Medium
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 385 - 394 (2022)
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Perspectives of Quantum Computing at the Jülich Supercomputing Centre
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 3 - 23 (2022)
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Contribution to a conference proceedings
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala LumpurKuala Lumpur, Malaysia, 17 Jul 2022 - 22 Jul 2022
IEEE 2726-2729 (2022) [10.1109/IGARSS46834.2022.9883762]
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The Semimetal-Antiferromagnetic Mott Insulator Quantum Phase Transition of the Hubbard Model on the Honeycomb Lattice
The 38th International Symposium on Lattice Field Theory, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology,
Proceedings of Science / International School for Advanced Studies Lattice2021, 303 (2022) [10.22323/1.396.0303]
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QED and strong isospin corrections in the hadronic vacuum polarization contribution to the anomalous magnetic moment of the muon
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0358
The 38th International Symposium on Lattice Field Theory, LATTICE2021, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology, USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 396, 12 pages (2022) [10.22323/1.396.0358]
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Equation of state of QCD at finite chemical potential from an alternative expansion scheme
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0460
The 38th International Symposium on Lattice Field Theory, LATTICE2021, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology, USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 396, 8 pages (2022) [10.22323/1.396.0460]
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Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), IGARSS 2022, Kuala LumpurKuala Lumpur, Malaysia, 17 Jul 2022 - 22 Jul 2022
IEEE 4903-4906 (2022) [10.1109/IGARSS46834.2022.9883963]
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Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications
45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO), MIPRO, OpatijaOpatija, Croatia, 23 May 2022 - 27 May 2022
IEEE 281-286 (2022) [10.23919/MIPRO55190.2022.9803802]
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Conquering Noise With Hardware Counters on HPC Systems
2022 IEEE/ACM Workshop on Programming and Performance Visualization Tools (ProTools) : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-7564-8 - doi:10.1109/ProTools56701.2022.00007
2022 IEEE/ACM Workshop on Programming and Performance Visualization Tools (ProTools), DallasDallas, TX, 13 Nov 2022 - 18 Nov 2022
IEEE 1-10 (2022) [10.1109/ProTools56701.2022.00007]
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Mitigating the Hubbard Sign Problem. A Novel Application of Machine Learning
The 39th International Symposium on Lattice Field Theory, BonnBonn, Germany,
Proceedings of Science / International School for Advanced Studies LATTICE2022, 032 (2022) [10.22323/1.430.0032]
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Early Experiences of Noise-Sensitivity Performance Analysis of a Distributed Deep Learning Framework
2022 IEEE International Conference on Cluster Computing, CLUSTER, HeidelbergHeidelberg, Germany, 6 Sep 2022 - 9 Sep 2022
IEEE 516-522 (2022) [10.1109/CLUSTER51413.2022.00066]
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Contribution to a book
Chapter 10: Polar Processes
SPARC Reanalysis Intercomparison Project (S-RIP) Final Report
Oberpfaffenhofen, Germany : SPARC Office, SPARC Report No. 10, WCRP-6/2021 491-532 (2022) [10.17874/800DEE57D13]
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Contribution to a conference proceedings
Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part I: Investigation of Autoencoder-Based Trainings
33rd International Conference on Parallel Computational Fluid Dynamics, ParCFD2022, AlbaAlba, Italy, 25 May 2022 - 27 May 2022
4 pages (2022)
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Native-Contact Guided Replica Exchange Simulations of Structured RNA
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 65 - 74 (2022)
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LAION-5B: An open large-scale dataset for training next generation image-text models
9781713871088, NeurIPS 2022, New Orleans, LouisianaNew Orleans, Louisiana, USA, 28 Nov 2022 - 9 Dec 2022
Red Hook, NY : Curran Associates, Inc., Advances in neural information processing systems 35, 25278 - 25294 (2022) [10.34734/FZJ-2024-00372]
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An Automatic Approach for the production of a Time Series of Consistent Land-cover Maps Based on Long-short Term Memory
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala LumpurKuala Lumpur, Malaysia, 17 Jul 2022 - 22 Jul 2022
IEEE 203-206 (2022) [10.1109/IGARSS46834.2022.9883655]
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Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning
IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala LumpurKuala Lumpur, Malaysia, 17 Jul 2022 - 22 Jul 2022
5061-5064 (2022) [10.1109/IGARSS46834.2022.9884699]
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Speed-Up of Machine Learning for Sound Localization via High-Performance Computing
26th International Conference on Information Technology (IT), IT, ZabljakZabljak, Montenegro, 16 Feb 2022 - 19 Feb 2022
IEEE 1-4 (2022) [10.1109/IT54280.2022.9743519]
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Muon g-2: BMW calculation of the hadronic vacuum polarization contribution
Proceedings of The 38th International Symposium on Lattice Field Theory — PoS(LATTICE2021) - Sissa Medialab Trieste, Italy, 2022. - ISBN - doi:10.22323/1.396.0005
The 38th International Symposium on Lattice Field Theory, LATTICE2021, Zoom/Gather@Massachusetts Institute of TechnologyZoom/Gather@Massachusetts Institute of Technology, USA, 26 Jul 2021 - 30 Jul 2021
Sissa Medialab Trieste, Italy 396, 18 pages (2022) [10.22323/1.396.0005]
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Systematic Literature Review of Data Exchange Strategies for Range-limited Particle Interactions
12th International Conference on Simulation and Modeling Methodologies, Technologies and Applications, LisbonLisbon, Portugal, 14 Jul 2022 - 16 Jul 2022
SCITEPRESS - Science and Technology Publications 218-225 (2022) [10.5220/0011144400003274]
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Hybrid Quantum Classical Simulations
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 31 - 44 (2022)
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ChASE - A Distributed Hybrid CPU-GPU Eigensolver for Large-scale Hermitian Eigenvalue Problems
Proceedings of the Platform for Advanced Scientific Computing Conference - ACM New York, NY, USA, 2022. - ISBN 9781450394109 - doi:10.1145/3539781.3539792
Platform for Advanced Scientific Computing, PASC22, BaselBasel, Switzerland, 27 Jun 2022 - 29 Jun 2022
ACM New York, NY, USA 12 pages (2022) [10.1145/3539781.3539792]
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Massively Parallel Simulations of Correlated Materials
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 289 - 298 (2022)
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A Comprehensive I/O Knowledge Cycle for Modular and Automated HPC Workload Analysis
2022 IEEE International Conference on Cluster Computing (CLUSTER), HeidelbergHeidelberg, Germany, 5 Sep 2022 - 8 Sep 2022
IEEE 581-588 (2022) [10.1109/CLUSTER51413.2022.00076]
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