Publications 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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The role of collisional ionization in heavy ion acceleration by high intensity laser pulses
Scientific reports 12(1), 18260 (2022) [10.1038/s41598-022-23148-2]
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Journal Article
Properties of Daily Helium Fluxes
Physical review letters 128(23), 231102 (2022) [10.1103/PhysRevLett.128.231102]
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Journal Article
Resiliency in numerical algorithm design for extreme scale simulations
The international journal of high performance computing applications 36(2), 251 - 285 (2022) [10.1177/10943420211055188]
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Journal Article
Fenix - A Pan-European Federation of Supercomputing and Cloud e-Infrastructure Services
Communications of the ACM 65(4), 46 - 47 (2022) [10.1145/3511802]
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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
Linking brain structure, activity and cognitive function through computation
eNeuro 9(2), ENEURO.0316-21.2022 (2022) [10.1523/ENEURO.0316-21.2022]
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Journal Article
FLAG Review 2021
The European physical journal / C 82(10), 869 (2022) [10.1140/epjc/s10052-022-10536-1]
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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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Journal Article
The Mission Support System (MSS v7.0.4) and its use in planning for the SouthTRAC aircraft campaign
Geoscientific model development 15(24), 8983 - 8997 (2022) [10.5194/gmd-15-8983-2022]
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Journal Article
Fast infrared radiative transfer calculations using graphics processing units: JURASSIC-GPU v2.0
Geoscientific model development 15(5), 1855 - 1874 (2022) [10.5194/gmd-15-1855-2022]
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Journal Article
Learning from Data for Remote Sensing Image Analysis
International journal of remote sensing 43(15-16), 5527 - 5533 (2022) [10.1080/01431161.2022.2131481]
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Journal Article
A high‐resolution whole‐atmosphere model with resolved gravity waves and specified large‐scale dynamics in the troposphere and stratosphere
Journal of geophysical research / D 127(2), e2021JD035018 (2022) [10.1029/2021JD035018]
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Journal Article
Acquisitions with random shim values enhance AI-driven NMR shimming
Journal of magnetic resonance 345, 107323 - (2022) [10.1016/j.jmr.2022.107323]
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Journal Article
Large-scale simulation of tumor spheroid invasion dynamics
Biophysical journal 121(3), 165a - (2022) [10.1016/j.bpj.2021.11.1907]
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Journal Article
Vasor: Accurate prediction of variant effects for amino acid substitutions in multidrug resistance protein 3
Hepatology communications 6(11), 3098-3111 (2022) [10.1002/hep4.2088]
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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
Total Synthesis of the Antimycobacterial Natural Product Chlorflavonin and Analogs via a Late-Stage Ruthenium(II)-Catalyzed ortho-C(sp2)-H-Hydroxylation
Pharmaceuticals 15(8), 984 - (2022) [10.3390/ph15080984]
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Journal Article
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
Geoscientific model development 15(11), 4331 - 4354 (2022) [10.5194/gmd-15-4331-2022]
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Journal Article
Development of a First-in-Class Small-Molecule Inhibitor of the C-Terminal Hsp90 Dimerization
ACS central science 8(5), 636–655 (2022) [10.1021/acscentsci.2c00013]
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Journal Article
Structural, mechanistic and physiological insights into phospholipase A-mediated membrane phospholipid degradation in Pseudomonas aeruginosa
eLife 11, e72824 (2022) [10.7554/eLife.72824]
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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
Applying Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Large-Eddy Simulations of ECN Spray C
SAE international journal of advances and current practices in mobility 4(6), 2211-2219 (2022) [10.4271/2022-01-0503]
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Contribution to a conference proceedings
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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Contribution to a conference proceedings
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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Contribution to a conference proceedings
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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Journal Article
Time-resolved structural analysis of an RNA-cleaving DNA catalyst
Nature <London> 601, 144-149 (2022) [10.1038/s41586-021-04225-4]
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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
Resummed lattice QCD equation of state at finite baryon density: Strangeness neutrality and beyond
Physical review / D 105(11), 114504 (2022) [10.1103/PhysRevD.105.114504]
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Journal Article
National and subnational short-term forecasting of COVID-19 in Germany and Poland during early 2021
Communications medicine 2(1), 136 (2022) [10.1038/s43856-022-00191-8]
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Contribution to a conference proceedings
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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Contribution to a conference proceedings/Contribution to a book
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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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
Aromaticity at position 39 in α‐synuclein: A modulator of amyloid fibril assembly and membrane‐bound conformations
Protein science 31(7), e4360 (2022) [10.1002/pro.4360]
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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
Improved estimation of volcanic SO2 injections from satellite retrievals and Lagrangian transport simulations: the 2019 Raikoke eruption
Atmospheric chemistry and physics 22(10), 6787 - 6809 (2022) [10.5194/acp-22-6787-2022]
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Book/Report
Heterogeneous High Performance Computing
ETP4HPC : Zenodo, ETP4HPC White Papers 18 pp. (2022) [10.5281/ZENODO.6090425]
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Journal Article
High-Performance and Disruptive Computing in Remote Sensing: HDCRS—A new Working Group of the GRSS Earth Science Informatics Technical Committee [Technical Committees]
IEEE geoscience and remote sensing magazine 10(2), 329 - 345 (2022) [10.1109/MGRS.2022.3145478]
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Contribution to a conference proceedings
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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Contribution to a conference proceedings
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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Journal Article
Adversarial domain adaptation to reduce sample bias of a high energy physics event classifier
Machine learning: science and technology 3(1), 015014 (2022) [10.1088/2632-2153/ac3dde]
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Journal Article
Deep learning for the automation of particle analysis in catalyst layers for polymer electrolyte fuel cells
Nanoscale 14(1), 10 - 18 (2022) [10.1039/D1NR06435E]
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Journal Article
Spectroscopic and QM/MM studies of the Cu(I) binding site of the plant ethylene receptor ETR1
Biophysical journal 121(20), 3862-3873 (2022) [10.1016/j.bpj.2022.09.007]
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Journal Article
Classical, Quantum and Event-by-Event Simulation of a Stern–Gerlach Experiment with Neutrons
Entropy 24(8), 1143 - (2022) [10.3390/e24081143]
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Journal Article
Sustaining Rabi oscillations by using a phase-tunable image drive
The European physical journal / B 95(9), 158 (2022) [10.1140/epjb/s10051-022-00406-w]
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Journal Article
A MademoiseLLE domain binding platform links the key RNA transporter to endosomes
PLoS Genetics 18(6), e1010269 - (2022) [10.1371/journal.pgen.1010269]
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Journal Article
Editorial: High-performance tensor computations in scientific computing and data science
Frontiers in applied mathematics and statistics 8, 1038885 (2022) [10.3389/fams.2022.1038885]
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Journal Article
Rational Design Yields Molecular Insights on Leaf-Binding of Anchor Peptides
ACS applied materials & interfaces 14(25), 28412–28426 (2022) [10.1021/acsami.2c00648]
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Journal Article
Topological properties of minimally doubled fermions in two spacetime dimensions
Physical review / D 105(11), 114511 (2022) [10.1103/PhysRevD.105.114511]
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Contribution to a conference proceedings/Contribution to a book
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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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
A training strategy for hybrid models to break the curse of dimensionality
PLOS ONE 17(9), e0274569 - (2022) [10.1371/journal.pone.0274569]
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Journal Article
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence
Future generation computer systems 134, 414-429 (2022) [10.1016/j.future.2022.04.014]
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Journal Article
Critical Assessment of Structure-based Approaches to Improve Protein Resistance in Aqueous Ionic Liquids by Enzyme-wide Saturation Mutagenesis
Computational and structural biotechnology journal 20, 399-409 (2022) [10.1016/j.csbj.2021.12.018]
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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
The Mesoscale Gravity Wave Response to the 2022 Tonga Volcanic Eruption: AIRS and MLS Satellite Observations and Source Backtracing
Geophysical research letters 49(10), e2022GL098626 (2022) [10.1029/2022GL098626]
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Journal Article
A Deterministic Portable Parallel Pseudo-Random Number Generator for Pattern-Based Programming of Heterogeneous Parallel Systems
International journal of parallel programming 50(3-4), 319 - 340 (2022) [10.1007/s10766-022-00726-5]
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Journal Article
RNA structure prediction with direct coupling analysis
Biophysical journal 121(3), 204a - (2022) [10.1016/j.bpj.2021.11.1695]
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Journal Article
Control of electron beam polarization in the bubble regime of laser-wakefield acceleration
New journal of physics 24(8), 083047 - (2022) [10.1088/1367-2630/ac8951]
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Journal Article
Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure
Frontiers in neuroinformatics 16, 884180 (2022) [10.3389/fninf.2022.884180]
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Journal Article
Quasiparticle Self-Consistent GW Study of Simple Metals
Nanomaterials 12(20), 3660 - (2022) [10.3390/nano12203660]
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Journal Article
Künstliche Intelligenz: Infrastrukturen und Voraussetzungen auf europäischer Ebene
Anästhesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie 57(03), 172 - 184 (2022) [10.1055/a-1423-8052]
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Journal Article
Nutzung von künstlicher Intelligenz zur Bekämpfung der COVID-19-Pandemie
Anästhesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie 57(03), 185 - 197 (2022) [10.1055/a-1423-8039]
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Journal Article
Attitudes and perception of artificial intelligence in healthcare: A cross-sectional survey among patients
Digital health 8, 205520762211167 - (2022) [10.1177/20552076221116772]
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Journal Article
A three-dimensional cell-based volume-of-fluid method for conservative simulations of primary atomization
Journal of computational physics 465, 111374 (2022) [10.1016/j.jcp.2022.111374]
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Journal Article
A double critical mass phenomenon in a no-flux-Dirichlet Keller-Segel system
Journal de mathématiques pures et appliquées 162, 124 - 151 (2022) [10.1016/j.matpur.2022.04.004]
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Proceedings
6th HBP Student Conference on Interdisciplinary Brain Research
6th HBP Student Conference on Interdisciplinary Brain Research, Virtual eventVirtual event, Germany, 22 Feb 2022 - 25 Feb 2022
Frontiers Media SA (2022) [10.3389/978-2-88971-014-0]
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Contribution to a conference proceedings
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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Journal Article
Temperature forecasting by deep learning methods
Geoscientific model development 15(23), 8931 - 8956 (2022) [10.5194/gmd-15-8931-2022]
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Journal Article
Biophysical and pharmacokinetic characterization of a small-molecule inhibitor of RUNX1/ETO tetramerization with anti-leukemic effects
Scientific reports 12(1), 14158 (2022) [10.1038/s41598-022-17913-6]
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Journal Article
On Generalized Schürmann Entropy Estimators
Entropy 24(5), 680 - (2022) [10.3390/e24050680]
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Journal Article
Revisiting a low-dimensional model with short range interactions and mean field critical behavior
epl 136, 26002 (2022) [10.1209/0295-5075/ac440d]
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Contribution to a conference proceedings/Contribution to a book
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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Journal Article
Brain signal predictions from multi-scale networks using a linearized framework
PLoS Computational Biology 18(8), e1010353 (2022) [10.1371/journal.pcbi.1010353]
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Journal Article
Polarisation-dependent single-pulse ultrafast optical switching of an elementary ferromagnet
Communications Physics 5(1), 16 (2022) [10.1038/s42005-021-00798-8]
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Journal Article
Analysis and computation of the transmission eigenvalues with a conductive boundary condition
Applicable analysis 101(6), 1880-1895 (2022) [10.1080/00036811.2020.1789598]
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Cellular ATP levels are paramount for governing stability and LLPS of CAG repeat-containing RNAs inside cell
Biophysical journal 121(3), 311a - (2022) [10.1016/j.bpj.2021.11.1202]
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Space-based Earth observation in support of the UNFCCC Paris Agreement
Frontiers in Environmental Science 10, 941490 (2022) [10.3389/fenvs.2022.941490]
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Structure and function of redox-sensitive superfolder green fluorescent protein variant
Antioxidants & redox signaling 37(1-3), ars.2021.0234 (2022) [10.1089/ars.2021.0234]
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Spatiotemporal dynamics of classical and quantum density profiles in low-dimensional spin systems
Physical review research 4(4), 043147 (2022) [10.1103/PhysRevResearch.4.043147]
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Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer
Frontiers in neuroscience 15, 728460 (2022) [10.3389/fnins.2021.728460]
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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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ConGen a simulator-agnostic visual language for definition and generation of connectivity in large and multiscale neural networks
Frontiers in neuroinformatics 15, 766697 (2022) [10.3389/fninf.2021.766697] special issue: "Neuroscience, Computing, Performance, and Benchmarks: Why It Matters to Neuroscience How Fast We Can Compute"
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Analysis of the sound sources of lean premixed methane–air flames
GAMM-Mitteilungen 45(1), e202200001 (2022) [10.1002/gamm.202200001] special issue: "Direct Numerical Simulations of Turbulent Flows – Part I"
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Impact of non-symmetric confinement on the flame dynamics of a lean-premixed swirl flame
Combustion and flame 235, 111701 (2022) [10.1016/j.combustflame.2021.111701]
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Machine learning based optimization to simulate tumor development
Biophysical journal 121(3), 123a - (2022) [10.1016/j.bpj.2021.11.2100]
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Multiple Poses and Thermodynamics of Ligands Targeting Protein Surfaces: The Case of Furosemide Binding to mitoNEET in Aqueous Solution
Frontiers in cell and developmental biology 10, 886568 (2022) [10.3389/fcell.2022.886568]
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An assessment of tropopause characteristics of the ERA5 and ERA-Interim meteorological reanalyses
Atmospheric chemistry and physics 22(6), 4019 - 4046 (2022) [10.5194/acp-22-4019-2022]
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Massive-Parallel Trajectory Calculations version 2.2 (MPTRAC-2.2): Lagrangian transport simulations on graphics processing units (GPUs)
Geoscientific model development 15(7), 2731 - 2762 (2022) [10.5194/gmd-15-2731-2022]
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Respiratory and C4-photosynthetic NAD-malic enzyme coexist in bundle sheath cell mitochondria and evolved via association of differentially adapted subunits
The plant cell 34(1), 597–615 (2022) [10.1093/plcell/koab265]
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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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Folding lattice proteins with quantum annealing
Physical review research 4(4), 043013 (2022) [10.1103/PhysRevResearch.4.043013]
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Assessment of the Variational Quantum Eigensolver: Application to the Heisenberg Model
Frontiers in physics 10, 907160 (2022) [10.3389/fphy.2022.907160]
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Protein engineering for feedback resistance in 3-deoxy-D-arabino-heptulosonate 7-phosphate synthase
Applied microbiology and biotechnology 106, 6505–6517 (2022) [10.1007/s00253-022-12166-9]
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Unsaturated fatty acids augment protein transport via the SecA:SecYEG translocon
The FEBS journal 289(1), 140-162 (2022) [10.1111/febs.16140]
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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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Impact of Rainfall Movement on Flash Flood Response: A Synthetic Study of a Semi-Arid Mountainous Catchment
Water 14(12), 1844 - (2022) [10.3390/w14121844]
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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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Representing chemical history in ozone time-series predictions – a model experiment study building on the MLAir (v1.5) deep learning framework
Geoscientific model development 15(23), 8913 - 8930 (2022) [10.5194/gmd-15-8913-2022] special issue: "Benchmark datasets and machine learning algorithms for Earth system science data"
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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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Functional and structural characterization of interactions between opposite subunits in HCN pacemaker channels
Communications biology 5(1), 430 (2022) [10.1038/s42003-022-03360-6]
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Tropospheric transport and unresolved convection: numerical experiments with CLaMS 2.0/MESSy
Geoscientific model development 15(19), 7471 - 7487 (2022) [10.5194/gmd-15-7471-2022]
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Erratum to: More on the flavor dependence of mϱ/fπ
Journal of high energy physics 2022(6), 32 (2022) [10.1007/JHEP06(2022)032]
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Internal Report
Abschlussbericht METIS - Methods und Models for Energy Transformation and Integration Systems
50 pp. (2022)
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Observed and Modeled Mountain Waves from the Surface to the Mesosphere Near the Drake Passage
Journal of the atmospheric sciences 79(4), 909–932 (2022) [10.1175/JAS-D-21-0252.1]
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Mapping the helix arrangement of the reconstituted ETR1 ethylene receptor transmembrane domain by EPR spectroscopy
RSC Advances 12, 7352 - 7356 (2022) [10.1039/D2RA00604A]
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Numerical analysis of effective models for flux-tunable transmon systems
Physical review / A 106(2), 022615 (2022) [10.1103/PhysRevA.106.022615]
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Exploring decomposition of temporal patterns to facilitate learning of neural networks for ground-level daily maximum 8-hour average ozone prediction
Environmental data science 1, e10 (2022) [10.1017/eds.2022.9]
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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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Small-molecule modulators of TRMT2A decrease PolyQ aggregation and PolyQ-induced cell death
Computational and structural biotechnology journal 20, 443 - 458 (2022) [10.1016/j.csbj.2021.12.029]
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An anti-diabetic drug targets NEET (CISD) proteins through destabilization of their [2Fe-2S] clusters
Communications biology 5(1), 437 (2022) [10.1038/s42003-022-03393-x]
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On the hardness of quadratic unconstrained binary optimization problems
Frontiers in physics 10, 956882 (2022) [10.3389/fphy.2022.956882]
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Quantum annealing for hard 2-satisfiability problems: Distribution and scaling of minimum energy gap and success probability
Physical review / A 105(6), 062406 (2022) [10.1103/PhysRevA.105.062406]
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Investigations on the Global Spread of the Hunga Tonga-Hunga Ha’apai Volcanic Eruption Using Space-Based Observations and Lagrangian Transport Simulations
Atmosphere 13(12), 2055 (2022) [10.3390/atmos13122055]
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Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing
IEEE geoscience and remote sensing letters 19, 1 - 5 (2022) [10.1109/LGRS.2022.3173052]
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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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3-D Electromagnetic Modeling Explains Apparent-Velocity Increase in Crosshole GPR Data-Borehole Fluid Effect Correction Method Enables to Incorporating High-Angle Traveltime Data
IEEE transactions on geoscience and remote sensing 60, 1 - 10, Art no. 5905710 (2022) [10.1109/TGRS.2021.3107451]
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HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
Data Intelligence 4(2), 271-285 (2022) [10.1162/dint_a_00131]
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Advancing caching and automation with FDO
Research ideas and outcomes 8, e94856 (2022) [10.3897/rio.8.e94856]
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NIC Symposium 2022 Proceedings
NIC-Symposium, Germany, JülichJülich, 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, v, 450 (2022)
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Bulk and surface electronic structure of Bi 4 Te 3 from G W calculations and photoemission experiments
Physical review materials 6(3), 034204 (2022) [10.1103/PhysRevMaterials.6.034204]
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Limitations of field-theory simulation for exploring phase separation: The role of repulsion in a lattice protein model
The journal of chemical physics 156(1), 015101 - (2022) [10.1063/5.0070412]
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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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Molecular Dynamics-Assisted Interpretation of Experimentally Determined Intrinsically Disordered Protein Conformational Components: The Case of Human α-Synuclein
The journal of physical chemistry <Washington, DC> / B 126(20), 3632 - 3639 (2022) [10.1021/acs.jpcb.1c10954]
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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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Journal Article
Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing
IEEE geoscience and remote sensing letters 19, 1 - 5 (2022) [10.1109/LGRS.2022.3200325]
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Journal Article
Met/Val129 polymorphism of the full-length human prion protein dictates distinct pathways of amyloid formation
The journal of biological chemistry 298(10), 102430 (2022) [10.1016/j.jbc.2022.102430]
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Dynamical Mean-Field Theory of Correlated Electrons
Autumn School on Correlated Electrons, correl22, JülichJülich, Germany, 4 Oct 2022 - 7 Oct 2022
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Modeling and Simulation 12, (2022)
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Journal Article
Most Planets Might Have More than 5 Myr of Time to Form
The astrophysical journal / 2 939(1), L10 - (2022) [10.3847/2041-8213/ac9839]
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Journal Article
Regional changes of brain structure during progression of idiopathic Parkinson's disease – A longitudinal study using deformation based morphometry
Cortex 151, 188 - 210 (2022) [10.1016/j.cortex.2022.03.009]
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Journal Article
A suite of Richardson preconditioners for semi-implicit all-scale atmospheric models
Journal of computational physics 463, 111296 (2022) [10.1016/j.jcp.2022.111296]
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Identification and Characterization of the Haloperoxidase VPO-RR from Rhodoplanes roseus by Genome Mining and Structure-Based Catalytic Site Mapping
Catalysts 12(10), 1195 - (2022) [10.3390/catal12101195]
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How to develop new digital knowledge transfer products for communicating strategies and new ways towards a carbon-neutral Germany
Advances in science and research 19, 51 - 71 (2022) [10.5194/asr-19-51-2022]
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Physiological, Biochemical, and Structural Bioinformatic Analysis of the Multiple Inositol Dehydrogenases from Corynebacterium glutamicum
Microbiology spectrum 10(5), e01950-22 (2022) [10.1128/spectrum.01950-22]
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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 with complex-valued neural networks
Physical review / B 106(12), 125139 (2022) [10.1103/PhysRevB.106.125139]
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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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A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows
Applied intelligence 52, 9080–9100 (2022) [10.1007/s10489-021-02808-2]
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Journal Article
Prediction of Typhoon Track and Intensity Using a Generative Adversarial Network With Observational and Meteorological Data
IEEE access 10, 48434-48446 (2022) [10.1109/ACCESS.2022.3172301]
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Journal Article
Neural Networks for Improving wind Power Efficiency: A Review
Fluids 7, 12 (2022) [10.3390/fluids7120367] special issue: "Wind and Wave Renewable Energy Systems, Volume II"
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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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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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Journal Article
Recurrent Germline Variant in RAD21 Predisposes Children to Lymphoblastic Leukemia or Lymphoma
International journal of molecular sciences 23(9), 5174 - (2022) [10.3390/ijms23095174]
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Brain simulation as a cloud service: The Virtual Brain on EBRAINS
NeuroImage 251, 118973 - (2022) [10.1016/j.neuroimage.2022.118973]
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Enabling Canonical Analysis Workflows:Documented Data Harmonization on Global Air Quality Data
Data Intelligence 4(2), 259 - 270 (2022) [10.1162/dint_a_00130] special issue: "Canonical Workflow Frameworks for Research"
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Using biomolecular simulations to interpret experimental data
Biophysical journal 121(3), 321a - (2022) [10.1016/j.bpj.2021.11.1151]
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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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Artificial intelligence for air quality
The project repository journal 12(1), 70 - 73 (2022) [10.54050/PRJ1218384]
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Final report of the DeepRain project - Abschlußbericht des DeepRain Projektes
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek Verlag, Schriften des Forschungszentrums Jülich IAS Series 51, 77 p. (2022)
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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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Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
Frontiers in Big Data 5, 603429 (2022) [10.3389/fdata.2022.603429]
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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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Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset
Machine learning and knowledge extraction 4(1), 150 - 171 (2022) [10.3390/make4010008]
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Modular Supercomputing Architecture: A success story of European R&D
ETP4HPC, White Paper 24 pp. (2022) [10.5281/ZENODO.6508394]
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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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Benchmarking the Computational Costs and Quality of Vibrational Spectra from Ab Initio Simulations
Advanced theory and simulations 5(1), 2100293 - (2022) [10.1002/adts.202100293]
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NEST Conference 2022 Contributions
NEST Conference 2022, virtualvirtual, virtual, 23 Jun 2022 - 24 Jun 2022
Zenodo (2022) [10.5281/ZENODO.6779505]
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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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A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks
Frontiers in neuroinformatics 16, 884033 (2022) [10.3389/fninf.2022.884033] special issue: "Neuroscience, Computing, Performance, and Benchmarks: Why It Matters to Neuroscience How Fast We Can Compute"
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RateML: A Code Generation Tool for Brain Network Models
Frontiers in network physiology 2, 826345 (2022) [10.3389/fnetp.2022.826345]
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Selection of representative structures from large biomolecular ensembles
The journal of chemical physics 156(14), 144102 - (2022) [10.1063/5.0082444]
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An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology
Medical & biological engineering & computing 60(2), 365-391 (2021) [10.1007/s11517-021-02446-3]
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A phospholipase B from Pseudomonas aeruginosa with activity towards endogenous phospholipids affects biofilm assembly
Biochimica et biophysica acta / Molecular and cell biology of lipids 1867(4), 159101 - (2022) [10.1016/j.bbalip.2021.159101]
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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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Benchmarking Advantage and D-Wave 2000Q quantum annealers with exact cover problems
Quantum information processing 21, 141 (2022) [10.1007/s11128-022-03476-y]
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GPU-accelerated simulations of quantum annealing and the quantum approximate optimization algorithm
Computer physics communications 278, 108411 (2022) [10.1016/j.cpc.2022.108411]
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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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Canonical Workflows to Make Data FAIR
Data Intelligence 4(2), 286–305 (2022) [10.1162/dint_a_00132]
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Editors’ Note: Special Issue on Canonical Workflow Frameworks for Research
Data Intelligence 4(2), 149 - 154 (2022) [10.1162/dint_e_00122]
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Surface-to-space atmospheric waves from Hunga Tonga-Hunga Ha’apai eruption
Nature <London> 609, 741–746 (2022) [10.1038/s41586-022-05012-5]
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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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Stratospheric Gravity Waves as a Proxy for Hurricane Intensification: A Case Study of Weather Research and Forecast Simulation for Hurricane Joaquin
Geophysical research letters 49(1), e2021GL097010 (2022) [10.1029/2021GL097010]
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Single MHC‐I Expression Promotes Virus‐Induced Liver Immunopathology
Hepatology communications 6(7), 1620-1633 (2022) [10.1002/hep4.1913]
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Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn
Frontiers in computational neuroscience 16, 885207 (2022) [10.3389/fncom.2022.885207]
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Pathways of Influence Between Northern Hemisphere Blocking and Stratospheric Polar Vortex Variability
Geophysical research letters 49(23), e2022GL100895 (2022) [10.1029/2022GL100895]
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Multi-Model Ensemble Projections of Winter Extreme Temperature Events on the Chinese Mainland
International journal of environmental research and public health 19(10), 5902 - (2022) [10.3390/ijerph19105902]
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Uncoupling of Voltage- and Ligand-Induced Activation in HCN2 Channels by Glycine Inserts
Frontiers in physiology 13, 895324 (2022) [10.3389/fphys.2022.895324]
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General superexchange Hamiltonians for magnetic and orbital physics in e<sub>g</sub> and t<sub>2g</sub> systems
Physical review / B 105(11), 115104 (2022) [10.1103/PhysRevB.105.115104]
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LaVO_3 : A true Kugel-Khomskii system
Physical review / B 106(11), 115110 (2022) [10.1103/PhysRevB.106.115110]
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Erratum: Origin of orbital ordering in Y Ti O 3 and La Ti O 3 [Phys. Rev. B 102 , 035113 (2020)]
Physical review / B 105(15), 159904 (2022) [10.1103/PhysRevB.105.159904]
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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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Predicting Classification Performance for Benchmark Hyperspectral Datasets
IEEE journal of selected topics in applied earth observations and remote sensing 15, 4180 - 4193 (2022) [10.1109/JSTARS.2022.3173893]
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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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A global view on stratospheric ice clouds: assessment of processes related to their occurrence based on satellite observations
Atmospheric chemistry and physics 22(10), 6677 - 6702 (2022) [10.5194/acp-22-6677-2022]
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