Publications 2024
Journal Article
Magnetic exchange interactions at the proximity of a superconductor
Journal of physics / Condensed matter 36(29), 23 (2024) [10.1088/1361-648X/ad32de]
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Journal Article
Properties of Cosmic Deuterons Measured by the Alpha Magnetic Spectrometer
Physical review letters 132(26), 261001 (2024) [10.1103/PhysRevLett.132.261001]
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Journal Article
Spectral Deferred Correction Methods for Second-Order Problems
SIAM journal on scientific computing 46(3), A1690 - A1713 (2024) [10.1137/23M1592596]
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Journal Article
Quantum-centric supercomputing for materials science: A perspective on challenges and future directions
Future generation computer systems 160, 666 - 710 (2024) [10.1016/j.future.2024.04.060]
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Journal Article
Calculation of c SW at one-loop order for Brillouin fermions
Physical review / D 109(1), 014512 (2024) [10.1103/PhysRevD.109.014512]
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Journal Article
Stout smearing and Wilson flow in lattice perturbation theory
Physical review / D 110(5), 054504 (2024) [10.1103/PhysRevD.110.054504]
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Journal Article
The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing
Imaging neuroscience 2, 1-35 (2024) [10.1162/imag_a_00137]
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Journal Article
Direct sampling method via Landweber iteration for an absorbing scatterer with a conductive boundary
Inverse problems and imaging 18(3), 708-729 (2024) [10.3934/ipi.2023051]
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Journal Article
Inverse parameter and shape problem for an isotropic scatterer with two conductivity coefficients
Analysis and Mathematical Physics 14(4), 90 (2024) [10.1007/s13324-024-00950-x]
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Book/Report
Integrating HPC, AI, and Workflows for Scientific Data Analysis (Dagstuhl Seminar 23352)
Schloss Dagstuhl – Leibniz-Zentrum für InformatikSchloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl Reports 13, 36 pages (2024) [10.4230/DAGREP.13.8.129]
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Contribution to a conference proceedings/Contribution to a book
Adapting Agricultural Virtual Environments in Game Engines to Improve HPC Accessibility
Communications in Computer and Information Science
nordic e-Infrastructure Collaboration Conference, NeIC2024, TallinnTallinn, Estonia, 27 May 2024 - 29 May 2024
Springer 1-15 (2024) [10.1007/978-3-031-86240-3_11]
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Contribution to a conference proceedings/Contribution to a book
Hands-On Plant Root System Reconstruction in Virtual Reality
30th ACM Symposium on Virtual Reality Software and Technology : [Proceedings] - ACM New York, NY, USA, 2024. - ISBN 9798400705359 - doi:10.1145/3641825.3689494
VRST '24: 30th ACM Symposium on Virtual Reality Software and Technology, Trier GermanyTrier Germany, Germany, 9 Oct 2024 - 11 Oct 2024
ACM New York, NY, USA 1-2 (2024) [10.1145/3641825.3689494]
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Journal Article
VOTCA: multiscale frameworks for quantum and classical simulations in soft matter
The journal of open source software 9(99), 6864 (2024) [10.21105/joss.06864]
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Journal Article
Effects of structured protocolized physical therapy on the duration of mechanical ventilation in patients with prolonged weaning
Journal of critical care 80, 154491 (2024) [10.1016/j.jcrc.2023.154491]
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Journal Article
Earth system modeling on modular supercomputing architecture: coupled atmosphere–ocean simulations with ICON 2.6.6-rc
Geoscientific model development 17(1), 261 - 273 (2024) [10.5194/gmd-17-261-2024]
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Journal Article
Acceleration of complex high-performance computing ensemble simulations with super-resolution-based subfilter models
Computers & fluids 271, 106150 (2024) [10.1016/j.compfluid.2023.106150]
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Review/Book/Journal Article
Kleinere Röhrchen für die Blutabnahme können Erythrozytenkonzentrate einsparen
Siegal DM et al. Small-Volume Blood Collection Tubes to Reduce Transfusions in Intensive Care. The STRATUS Randomized Clinical Trial. JAMA 2023; 330: 1872–1881 DOI: 10.1001/jama.2023.20820
Journal Club AINS 13(01), 33 - 35 (2024) [10.1055/a-2233-1591]
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Contribution to a conference proceedings/Contribution to a book
Developing a Successful HPC Mentoring Program at the IHPCSS
Practice and Experience in Advanced Research Computing 2024: Human Powered Computing : [Proceedings]
Practice and Experience in Advanced Research Computing, PEARC '24, Providence, RIProvidence, RI, USA, 21 Jul 2024 - 25 Jul 2024
ACM New York, NY, USA 1-9 (2024) [10.1145/3626203.3670519]
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Contribution to a conference proceedings
IHPCSS: Building Community for Short Training Schools
Practice and Experience in Advanced Research Computing, PEARC '24, Providence, RIProvidence, RI, USA, 21 Jul 2024 - 25 Jul 2024
ACM New York, NY, USA 1-4 (2024) [10.1145/3626203.3670570]
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Journal Article
High Performance and Disruptive Computing in Remote Sensing: The Third Edition of the School Organized by the HDCRS Working Group of the GRSS Earth Science Informatics Technical Committee
IEEE geoscience and remote sensing magazine 12(1), 199 - 204 (2024) [10.1109/MGRS.2023.3347770]
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Journal Article
First principles simulation of early stage plasma initiation process in ITER-scale tokamak
Nuclear fusion 64(1), 016003 (2024) [10.1088/1741-4326/ad0796]
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Journal Article
A spectral Galerkin exponential Euler time-stepping scheme for parabolic SPDEs on two-dimensional domains with a $\mathcal{C}^2$ boundary
Discrete and continuous dynamical systems / Series B 29(4), 1624-1651 (2024) [10.3934/dcdsb.2023148]
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Journal Article
A multi-scenario Lagrangian trajectory analysis to identify source regions of the Asian tropopause aerosol layer on the Indian subcontinent in August 2016
Atmospheric chemistry and physics 24(1), 763 - 787 (2024) [10.5194/acp-24-763-2024]
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Journal Article
Implementation and evaluation of diabatic advection in the Lagrangian transport model MPTRAC 2.6
Geoscientific model development 17(10), 4467 - 4493 (2024) [10.5194/gmd-17-4467-2024]
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Contribution to a conference proceedings/Contribution to a book
Are Noise-Resilient Logical Timers Useful for Performance Analysis?
SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC24-W, AtlantaAtlanta, GA, 17 Nov 2024 - 22 Nov 2024
IEEE 1519 - 1530 (2024) [10.1109/SCW63240.2024.00192]
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Journal Article
Impact of Phosphorylation on the Physiological Form of Human alpha-Synuclein in Aqueous Solution
Journal of chemical information and modeling 64(21), 8215–8226 (2024) [10.1021/acs.jcim.4c01172]
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Journal Article
Can foreign exchange rates violate Bell inequalities?
Annals of physics 469, 169742 (2024) [10.1016/j.aop.2024.169742]
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Journal Article
A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification
IEEE journal of selected topics in applied earth observations and remote sensing 17, 1434 - 1445 (2024) [10.1109/JSTARS.2023.3336926]
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Contribution to a conference proceedings
Quantum Annealing for Semantic Segmentation in Remote Sensing: Potential and Limitations
2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), OranOran, Algeria, 15 Apr 2024 - 17 Apr 2024
IEEE 376-380 (2024) [10.1109/M2GARSS57310.2024.10537465]
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Contribution to a conference proceedings
Reverse Quantum Annealing for Hybrid Quantum-Classical Satellite Mission Planning
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, AthensAthens, Greece, 7 Jul 2024 - 12 Jul 2024
IEEE 432-436 (2024) [10.1109/IGARSS53475.2024.10640974]
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Journal Article
Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions
Frontiers in applied mathematics and statistics 10, 1355726 (2024) [10.3389/fams.2024.1355726]
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Journal Article
Impact of quantum and neuromorphic computing on biomolecular simulations: Current status and perspectives
Current opinion in structural biology 87, 102817 (2024) [10.1016/j.sbi.2024.102817]
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Journal Article
Numerical simulation of 3D vorticity dynamics with the Diffused Vortex Hydrodynamics method
Mathematics and computers in simulation 225, 528-544 (2024) [10.1016/j.matcom.2024.06.003] special issue: "Mathematical Models, Numerical Methods and Scientific Ccomputing Technologies for New Arising Problems"
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Journal Article
The influence of plant water stress on vegetation–atmosphere exchanges: implications for ozone modelling
Biogeosciences 21(14), 3251 - 3269 (2024) [10.5194/bg-21-3251-2024]
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Contribution to a conference proceedings/Contribution to a book
Quark orbital angular momentum in the proton from a twist-3 generalized parton distribution
25th International Symposium on Spin Physics, SPIN2023, Durham, NCDurham, NC, USA, 24 Sep 2023 - 29 Sep 2023
Trieste, Italy : Sissa Medialab Trieste, Proceedings of 25th International Symposium on Spin Physics — PoS(SPIN2023) 10p. (2024) [10.22323/1.456.0075]
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Contribution to a conference proceedings/Contribution to a book
Quark orbital angular momentum in the proton from a twist-3 generalized parton distribution
The 40th International Symposium on Lattice Field Theory, Fermi National Accelerator LaboratoryFermi National Accelerator Laboratory, USA, 31 Jul 2023 - 4 Aug 2023
Sissa Medialab Trieste, Italy, Proceedings of The 40th International Symposium on Lattice Field Theory — PoS(LATTICE2023) - Sissa Medialab Trieste, Italy, 2024. - ISBN - doi:10.22323/1.453.0316 2p. (2024) [10.22323/1.453.0316]
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Report
Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows
Zenodo 26 pp. (2024) [10.5281/ZENODO.13844758]
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Proceedings
Workflows Community Summit 2024: Future Trends and Challenges in Scientific Workflows
Workflows Community Summit 2024, OnlineOnline, Online, 3 Sep 2024 - 5 Sep 2024
Zenodo (2024) [10.5281/ZENODO.13844759]
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Contribution to a conference proceedings/Contribution to a book
Retrospective Classification of ARDS in ICU Time-series data using Random Forest with a focus on Data Pre-processing
17th Interdisciplinary Symposium Automed, AUTOMED 2024, Villingen-SchwenningenVillingen-Schwenningen, Germany, 11 Sep 2024 - 13 Sep 2024
Laxenburg : IFAC, IFAC-PapersOnLine 58(24), 129 - 134 (2024) [10.1016/j.ifacol.2024.11.024]
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Journal Article
Robustness of a DenseNet-121 for the Classification of ARDS in Chest X-Rays
Current directions in biomedical engineering 10(4), 244 - 247 (2024) [10.1515/cdbme-2024-2059]
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Contribution to a conference proceedings/Contribution to a book
Probing higher moments of pion parton distribution functions
Proceedings of The 41st International Symposium on Lattice Field Theory — PoS(LATTICE2024)
The 41st International Symposium on Lattice Field Theory, LATTICE2024, LiverpoolLiverpool, UK, 28 Jul 2024 - 3 Aug 2024
Sissa Medialab Trieste, Italy 466, 15 pp. (2024) [10.22323/1.466.0336]
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Journal Article
Tackling the multitude of uncertainties in energy systems analysis by model coupling and high-performance computing
Frontiers in environmental economics 3, 1398358 (2024) [10.3389/frevc.2024.1398358]
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Journal Article
Dynamic load/propagate/store for data assimilation with particle filters on supercomputers
Journal of computational science 76, 102229 (2024) [10.1016/j.jocs.2024.102229]
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Journal Article
Diaphragm ultrasound in patients with prolonged weaning from mechanical ventilation
Quantitative imaging in medicine and surgery 14(5), 3248 - 3263 (2024) [10.21037/qims-23-1712]
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Contribution to a book
Künstliche Intelligenz, Algorithmen, Big Data – Aus Daten entstehen individuelle Therapiekonzepte
[Ebook] DIVI Jahrbuch 2024/2025 : Schwerpunkt: New Work Hot Topic: KI
Berlin : MWV Medizinisch Wissenschaftliche Verlag, DIVI Jahrbuch Series : 1st ed., 1 online resource (4 pages) (2024) [10.34734/FZJ-2024-07353]
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Contribution to a book
Wo die Verfügbarkeit des relevanten Wissens über Leben und Tod entscheiden kann
[Ebook] DIVI Jahrbuch 2024/2025 : Schwerpunkt: New Work Hot Topic: KI
Berlin : MWV Medizinisch Wissenschaftliche Verlag, DIVI Jahrbuch Series : 1st ed., 1 online resource (4 pages) (2024) [10.34734/FZJ-2024-07354]
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Journal Article
Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation
Journal of critical care 82, 154795 (2024) [10.1016/j.jcrc.2024.154795]
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Journal Article
Authors’ response: “Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation”
Journal of critical care 83, 154850 (2024) [10.1016/j.jcrc.2024.154850]
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Journal Article
Fermionic sign problem minimization by constant path integral contour shifts
Physical review / B 109(19), 195158 (2024) [10.1103/PhysRevB.109.195158]
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Contribution to a conference proceedings/Contribution to a book
Reducing the Sign Problem with simple Contour Deformation
The 40th International Symposium on Lattice Field Theory, Fermi National Accelerator LaboratoryFermi National Accelerator Laboratory, USA, 31 Jul 2023 - 4 Aug 2024
Trieste, Italy : Sissa Medialab Trieste, Proceedings of The 40th International Symposium on Lattice Field Theory — PoS(LATTICE2023) 9p. (2024) [10.22323/1.453.0007]
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Journal Article
Interdisciplinary and Collaborative Training in Neuroscience: Insights from the Human Brain Project Education Programme
Neuroinformatics 22(4), 657 - 678 (2024) [10.1007/s12021-024-09682-6]
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Contribution to a book
Co-design and Software Architecture
Data-Intensive Radio Astronomy
Cham : Springer International Publishing, Astrophysics and Space Science Library 472, 145 - 157 (2024) [10.1007/978-3-031-58468-8_7]
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Contribution to a conference proceedings
A Hybrid Quantum-Classical CNN Architecture for Semantic Segmentation of Radar Sounder Data
2024 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), OranOran, Algeria, 15 Apr 2024 - 17 Apr 2024
IEEE 366-370 (2024) [10.1109/M2GARSS57310.2024.10537440]
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Contribution to a conference proceedings
A CNN Architecture Tailored For Quantum Feature Map-Based Radar Sounder Signal Segmentation
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, AthensAthens, Greece, 7 Jul 2024 - 12 Jul 2024
IEEE 442-445 (2024) [10.1109/IGARSS53475.2024.10642188]
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Journal Article
Exascale Computing and Data Handling: Challenges and Opportunities for Weather and Climate Prediction
Bulletin of the American Meteorological Society 105(12), E2385–E2404 (2024) [10.1175/BAMS-D-23-0220.1]
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Journal Article
Detecting and approximating decision boundaries in low-dimensional spaces
Numerical algorithms 95, 1503-1537 (2024) [10.1007/s11075-023-01618-6]
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Book/Report
IO - Software for Exascale Architectures -- Final report on applications experience
EuroHPC-01-2019, IO-SEA -- Software for Exascale Architectures deliverable reports D1.5, 55 p. (2024)
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Journal Article
Ultrafast light-induced magnetization in non-magnetic films: from orbital and spin Hall phenomena to the inverse Faraday effect
Frontiers in physics 12, 1354870 (2024) [10.3389/fphy.2024.1354870]
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Bachelor Thesis
Comparison of Factoring Algorithms on the D-Wave Quantum Annealer
46 pages (2024) [10.34734/FZJ-2024-05254] = Bachelorarbeit, FH Aachen, 2024
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Journal Article
Turbulent Flow Prediction-Simulation: Strained Flow with Initial Isotropic Condition Using a GRU Model Trained by an Experimental Lagrangian Framework, with Emphasis on Hyperparameter Optimization
Fluids 9(4), 84 (2024) [10.3390/fluids9040084]
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Journal Article
Wind Velocity and Forced Heat Transfer Model for Photovoltaic Module
Fluids 9(1), 17 p. (2024) [10.3390/fluids9010017]
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Journal Article
Optimizing Wind Energy Production: Leveraging Deep Learning Models Informed with On-Site Data and Assessing Scalability through HPC
Acta polytechnica hungarica 21(9), 45 - 56 (2024) [10.12700/APH.21.9.2024.9.4]
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Bachelor Thesis
Extending a Performance Analysis Tool to Handle MPI Message Probing
61 p. (2024) [10.34734/FZJ-2024-06525] = Bachelorarbeit, FH Aachen - University of Applied Sciences, 2024
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Journal Article
A scalable pipeline to create synthetic datasets from functional–structural plant models for deep learning
In silico plants 6(1), diad022 (2024) [10.1093/insilicoplants/diad022]
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Contribution to a conference proceedings
Application-Driven Exascale: The JUPITER Benchmark Suite
International Conference for High Performance Computing, Networking, Storage, and Analysis, SC24, Atlanta, GAAtlanta, GA, USA, 18 Nov 2024 - 22 Nov 2024
Los Alamitos, CA, USA : IEEE Computer Society 468-512 (2024) [10.1109/SC41406.2024.00038]
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Journal Article
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields
Future generation computer systems 159, 243 - 254 (2024) [10.1016/j.future.2024.05.005]
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Journal Article
Accelerating Lagrangian transport simulations on graphics processing units: performance optimizations of Massive-Parallel Trajectory Calculations (MPTRAC) v2.6
Geoscientific model development 17(9), 4077 - 4094 (2024) [10.5194/gmd-17-4077-2024]
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Journal Article
Validation of a new optical diagnosis training module to improve dysplasia characterization in inflammatory bowel disease: a multicenter international study
Gastrointestinal endoscopy 99(5), 756 - 766.e4 (2024) [10.1016/j.gie.2023.11.018]
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Journal Article
Using quantum annealing to design lattice proteins
Physical review research 6(1), 013162 (2024) [10.1103/PhysRevResearch.6.013162]
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Journal Article
Broadening the scope of anthropogenic influence in extreme event attribution
Environmental research: climate 3(4), 042003 - (2024) [10.1088/2752-5295/ad7527]
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Journal Article
Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks
Swarm intelligence 18, 1-28 (2024) [10.1007/s11721-023-00231-6]
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Contribution to a conference proceedings
Performance and Power: Systematic Evaluation of AI Workloads on Accelerators with CARAML
Supercomputing Conference 2024, 2024 International Workshop on Performance, Portability, and Productivity in HPC, SC24, AtlantaAtlanta, USA, 17 Nov 2024 - 22 Nov 2024
Nan (2024) [10.1109/SCW63240.2024.00158]
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Contribution to a conference proceedings/Contribution to a book
An Approach to Colour Morphological Supremum Formation Using the LogSumExp Approximation
Discrete Geometry and Mathematical Morphology
IAPR Third International Conference on Discrete Geometry and Mathematical Morphology, DGMM 2024, FlorenceFlorence, Italy, 15 Apr 2024 - 18 Apr 2024
Cham : Springer, Lecture Notes in Computer Science 14605, 325-337 (2024) [10.1007/978-3-031-57793-2_25]
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Journal Article
Mechanism of activation and autophosphorylation of a histidine kinase
Communications chemistry 7(1), 196 (2024) [10.1038/s42004-024-01272-6]
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Journal Article
Machine learning mapping of lattice correlated data
Physics letters / B 856, 138894 - (2024) [10.1016/j.physletb.2024.138894]
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Journal Article
Analysis of the transmission eigenvalue problem with two conductivity parameters
Applicable analysis 103(1), 211-239 (2024) [10.1080/00036811.2023.2181167]
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Contribution to a conference proceedings/Contribution to a book
Thermal QCD phase transition with dynamical chiral fermions
The 40th International Symposium on Lattice Field Theory, Fermi National Accelerator LaboratoryFermi National Accelerator Laboratory, USA, 31 Jul 2023 - 4 Aug 2023
Sissa Medialab Trieste, Italy, Proceedings of The 40th International Symposium on Lattice Field Theory — PoS(LATTICE2023) - Sissa Medialab Trieste, Italy, 2024. - ISBN - doi:10.22323/1.453.0179 8p. (2024) [10.22323/1.453.0179]
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Journal Article
Lindblad dynamics from spatio-temporal correlation functions in nonintegrable spin- 1 / 2 chains with different boundary conditions
Physical review research 6(2), 023251 (2024) [10.1103/PhysRevResearch.6.023251]
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Journal Article
Recreating Observed Convection‐Generated Gravity Waves From Weather Radar Observations via a Neural Network and a Dynamical Atmospheric Model
Journal of advances in modeling earth systems 16(4), e2023MS003624 (2024) [10.1029/2023MS003624]
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Journal Article
Multiscale co-simulation design pattern for neuroscience applications
Frontiers in neuroinformatics 18, 1156683 (2024) [10.3389/fninf.2024.1156683]
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Bachelor Thesis
Direkte Streuprobleme für kreis- und ellipsenförmige Gebiete
55 p. (2024) [10.34734/FZJ-2024-06587] = Bachelorarbeit, FH Aachen - University of Applied Sciences, 2024
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Contribution to a conference proceedings
A Benchmark Dataset for Meteorological Downscaling
International Conference on Learning Representations, ICLR 2024, ViennaVienna, Austria, 7 May 2024 - 11 May 2024
N/A (2024) [10.34734/FZJ-2024-07378]
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Comparing Gravity Waves in a Kilometer‐Scale Run of the IFS to AIRS Satellite Observations and ERA5
JGR / Atmospheres 129(11), e2023JD040097 (2024) [10.1029/2023JD040097]
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Job Scheduling in High Performance Computing Systems with Disaggregated Memory Resources
2024 IEEE International Conference on Cluster Computing, CLUSTER, KobeKobe, Japan, 24 Sep 2024 - 27 Sep 2024
IEEE 297-309 (2024) [10.1109/CLUSTER59578.2024.00033]
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A comparison of numerical schemes for the GPU-accelerated simulation of variably-saturated groundwater flow
Environmental modelling & software 171, 105900 - (2024) [10.1016/j.envsoft.2023.105900]
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Tracking Carbon Dioxide with Lagrangian Transport Simulations: Case Study of Canadian Forest Fires in May 2021
Atmosphere 15(4), 429 (2024) [10.3390/atmos15040429]
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Chemistry modeling and inverse reconstruction of emissions with a Lagrangian transport model
Wuppertal : Bergische Universität Wuppertal 1 Online-Ressource (113 Seiten) (2024) [10.25926/BUW/0-799] = Dissertation, Bergische Universität Wuppertal, 2024
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Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations
Future generation computer systems 159, 474 - 488 (2024) [10.1016/j.future.2024.05.020]
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Integrating FTS in the Fenix HPC Infrastructure
26th International Conference on Computing in High Energy and Nuclear Physics, CHEP 2023, Norfolk, VANorfolk, VA, USA, 8 May 2023 - 12 May 2023
The European physical journal / Web of Conferences 295, 01037 (2024) [10.1051/epjconf/202429501037]
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Phenomenological Modeling of Diverse and Heterogeneous Synaptic Dynamics at Natural Density
New Aspects in Analyzing the Synaptic Organization of the Brain / Lübke, Joachim H.R. (Editor) ; New York, NY : Springer US, 2024, Chapter 15 ; ISSN: 0893-2336=1940-6045 ; ISBN: 978-1-0716-4018-0=978-1-0716-4019-7 ; doi:10.1007/978-1-0716-4019-7
New York, NY : Springer US, Neuromethods 212, 277 - 321 (2024) [10.1007/978-1-0716-4019-7_15]
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3D DFT by block tensor-matrix multiplication via a modified Cannon's algorithm: Implementation and scaling on distributed-memory clusters with fat tree networks
Journal of parallel and distributed computing 193, 104945 - (2024) [10.1016/j.jpdc.2024.104945]
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Analyzing HPC Monitoring Data With a View Towards Efficient Resource Utilization
2024 IEEE 36th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)
2024 IEEE 36th International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD, Hilo, HIHilo, HI, USA, 13 Nov 2024 - 15 Nov 2024
2643-3001 170-181 (2024) [10.1109/SBAC-PAD63648.2024.00023]
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Learning from the present for the future: The Jülich LOFAR Long-term Archive
Astronomy and computing 48, 100835 - (2024) [10.1016/j.ascom.2024.100835]
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Storage and Long Term Archives
Data-Intensive Radio Astronomy
Cham : Springer International Publishing, Astrophysics and Space Science Library 472, 41 - 66 (2024) [10.1007/978-3-031-58468-8_3]
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IO-SEA: Storage I/O and Data Management for Exascale Architectures
Proceedings of the 21st ACM International Conference on Computing Frontiers: Workshops and Special Sessions
CF '24: 21st ACM International Conference on Computing Frontiers, CF24, IschiaIschia, Italy, 7 May 2024 - 9 May 2024
NY, USA : ACM New York 94 - 100 (2024) [10.1145/3637543.3654620]
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Quantum annealing and its variants: Application to quadratic unconstrained binary optimization
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich IAS Series 59, iii, 152 (2024) [10.34734/FZJ-2024-03411] = Dissertation, RWTH Aachen University, 2023
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Unbalanced penalization: a new approach to encode inequality constraints of combinatorial problems for quantum optimization algorithms
Quantum science and technology 9(2), 025022 - (2024) [10.1088/2058-9565/ad35e4]
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Eventify Meets Heterogeneity: Enabling Fine-Grained Task-Parallelism on GPUs
Jülich : Forschungszentrum Jülich GmbH, Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich IAS Series 63, xv, 110 Seiten : Illustrationen, Diagramme (2024) [10.34734/FZJ-2024-05160] = Dissertation, Techn. Univ. Chemnitz, 2023
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The link among X-ray spectral properties, AGN structure, and the host galaxy
Astronomy and astrophysics 683, A172 - (2024) [10.1051/0004-6361/202348204]
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Scaling and performance portability of the particle-in-cell scheme for plasma physics applications through mini-apps targeting exascale architectures
SIAM Conference on Parallel Processing for Scientific Computing, PP24, BaltimoreBaltimore, USA, 5 Mar 2024 - 8 Mar 2024
Philadelphia, PA : Society for Industrial and Applied Mathematics 26-38 (2024) [10.1137/1.9781611977967.3]
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Innovative Computational Science by Integration of Simulation/Data/Learning on Heterogeneous Supercomputers
2024 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops) : [Proceedings] - IEEE, 2024. - ISBN 979-8-3503-8345-4 - doi:10.1109/CLUSTERWorkshops61563.2024.00035
2024 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops), CLUSTER, KobeKobe, Japan, 24 Sep 2024 - 27 Sep 2024
IEEE 154-155 (2024) [10.1109/CLUSTERWorkshops61563.2024.00035]
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Report
ETP4HPC's SRA 6 - Strategic Research Agenda for High Performance Computing in Europe
Zenodo 79 pp. (2024) [10.5281/ZENODO.14268783]
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Exploring Processor Micro-architectures Optimised for BLAS3 Micro-kernels
Euro-Par 2024: Parallel Processing
30th European Conference on Parallel and Distributed Processing, Euro-Par 2024, MadridMadrid, Spain, 26 Aug 2024 - 30 Aug 2024
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 14802, 47 - 61 (2024) [10.1007/978-3-031-69766-1_4]
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Operational workflow to simulate biophysical variables, based on the coupled WRF/SEBAL models
Computers and electronics in agriculture 222, 109003 (2024) [10.1016/j.compag.2024.109003] special issue: "Agricultural Cybernetics: A New Methodology of Analysis and Development for Modern Agricultural Production Systems"
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Exploring Sources of Gravity Waves in the Southern Winter Stratosphere Using 3‐D Satellite Observations and Backward Ray‐Tracing
JGR / Atmospheres 129(23), e2024JD041294 (2024) [10.1029/2024JD041294]
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Deep Leaning based data compression for climate data
44p (2024) [10.34734/FZJ-2025-02391] = Bachelorarbeit, FH Aachen, 2024
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A Backward-Characteristics Monotonicity Preserving Method for Stiff Transport Problems
24th International Conference on Computational Science, ICCS2024, MalagaMalaga, Spain, 2 Jul 2024 - 4 Jul 2024
Heidelberg : Springer, Lecture Notes in Computer Science 14838, (2024) [10.1007/978-3-031-63783-4_4]
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Automatic heliostat learning for in situ concentrating solar power plant metrology with differentiable ray tracing
Nature Communications 15(1), 6997 (2024) [10.1038/s41467-024-51019-z]
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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks
IEEE journal of selected topics in applied earth observations and remote sensing 17, 3262 - 3269 (2024) [10.1109/JSTARS.2024.3350385]
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Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope
Frontiers in remote sensing 5, 1480101 (2024) [10.3389/frsen.2024.1480101]
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Correlations and Phase Transitions
Autumn School on Correlated Electrons, correl24, JülichJülich, Germany, 16 Sep 2024 - 20 Sep 2024
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Modeling and Simulation 14, (2024) [10.34734/FZJ-2024-05370]
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Low-mass Stars: Their Protoplanetary Disk Lifetime Distribution
The astrophysical journal / Part 1 963(2), 122 (2024) [10.3847/1538-4357/ad1bef]
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Trajectory of the stellar flyby that shaped the outer Solar System
Nature astronomy 8, 1380–1386 (2024) [10.1038/s41550-024-02349-x]
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Irregular Moons Possibly Injected from the Outer Solar System by a Stellar Flyby
The astrophysical journal / Part 2 972(2), L21 (2024) [10.3847/2041-8213/ad63a6]
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On trajectories of complex-valued interior transmission eigenvalues
Inverse problems and imaging 18(2), 480 - 516 (2024) [10.3934/ipi.2023041]
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pycofitness—Evaluating the fitness landscape of RNA and protein sequences
Bioinformatics 40(2), btae074 (2024) [10.1093/bioinformatics/btae074]
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On the choice of physical constraints in artificial neural networks for predicting flow fields
Future generation computer systems 161, 361 - 375 (2024) [10.1016/j.future.2024.07.009]
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On the restricted maximum likelihood estimation in a two-arm randomized clinical trial for binary endpoints
Brazilian journal of probability and statistics 38(4), 463-478 (2024) [10.1214/24-BJPS613]
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Moments of nucleon unpolarized, polarized, and transversity parton distribution functions from lattice QCD at the physical point
Physical review / D 109(7), 074508 (2024) [10.1103/PhysRevD.109.074508]
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Machine Learning for Path Deformation and Bayesian Data Analysis in Selected Lattice Field Theories
Bonn : Universitäts- und Landesbibliothek Bonn: bonndoc 151 pp. (2024) [10.34734/FZJ-2024-05279] = Dissertation, Bonn, 2024
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Computing Infrastructure
Data-Intensive Radio Astronomy
Cham : Springer International Publishing, Astrophysics and Space Science Library 472, 67 - 89 (2024) [10.1007/978-3-031-58468-8_4]
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Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning
Computers in biology and medicine 173, 108383 (2024) [10.1016/j.compbiomed.2024.108383]
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Data Logistics Service in eFlows4HPC
2024 47th MIPRO ICT and Electronics Convention (MIPRO) : [Proceedings]
2024 47th MIPRO ICT and Electronics Convention (MIPRO), OpatijaOpatija, Croatia, 20 May 2024 - 24 May 2024
IEEE 1-10 (2024) [10.1109/MIPRO60963.2024.10569664]
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A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals
Scientific reports 14(1), 5725 (2024) [10.1038/s41598-024-55577-6]
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Inspection of I/O Operations from System Call Traces using Directly-Follows-Graph
SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis : [Proceedings]
SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC24, AtlantaAtlanta, GA, 17 Nov 2024 - 22 Nov 2024
IEEE 1562-1575 (2024) [10.1109/SCW63240.2024.00196]
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Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers
Mathematics 12(19), 2998 (2024) [10.3390/math12192998]
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Parallel and scalable AI in HPC systems for CFD applications and beyond
2, 1444337 pp. (2024) [10.3389/fhpcp.2024.1444337]
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Modeling methodology for multi-die chip design based on gem5/SystemC co-simulation
Proceedings of the 16th Workshop on Rapid Simulation and Performance Evaluation for Design - ACM New York, NY, USA, 2024. - ISBN 9798400717918 - doi:10.1145/3642921.3642956
RAPIDO '24: Rapid Simulation and Performance Evaluation for Design, Munich GermanyMunich Germany, Germany, 17 Jan 2024 - 19 Jan 2024
ACM New York, NY, USA 7 pp. (2024) [10.1145/3642921.3642956]
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Understanding Data Movement in AMD Multi-GPU Systems with Infinity Fabric
SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC24, Atlanta, GAAtlanta, GA, USA, 17 Nov 2024 - 22 Nov 2024
IEEE 567-576 (2024) [10.1109/SCW63240.2024.00079]
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Extracting binding energies and binding modes from biomolecular simulations of fragment binding to endothiapepsin
Archiv der Pharmazie 357(5), e2300612 (2024) [10.1002/ardp.202300612]
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Assessing the potential of free-tropospheric water vapour isotopologue satellite observations for improving the analyses of convective events
Atmospheric measurement techniques 17(17), 5243 - 5259 (2024) [10.5194/amt-17-5243-2024]
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Residue coevolution and mutational landscape for OmpR and NarL: You can teach old dogs new tricks
Biophysical journal 123(6), 653 - 654 (2024) [10.1016/j.bpj.2024.02.014]
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Guided quantum walk
Physical review research 6(1), 013312 (2024) [10.1103/PhysRevResearch.6.013312]
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Proven Approaches of Using Innovative High-Performance Computing Architectures in Remote Sensing
Signal and Image Processing for Remote Sensing
Boca Raton : CRC Press 432 pp. (2024)
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Mantik: A Workflow Platform for the Development of Artificial Intelligence on High-Performance Computing Infrastructures
The journal of open source software 9(98), 6136 (2024) [10.21105/joss.06136]
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Sen4Map: Advancing Mapping with Sentinel-2 by Providing Detailed Semantic Descriptions and Customizable Land-Use and Land-Cover Data
IEEE journal of selected topics in applied earth observations and remote sensing 17, 13893 - 13907 (2024) [10.1109/JSTARS.2024.3435081]
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Enhancing Land Cover Mapping: A Novel Automatic Approach To Improve Mixed Spectral Pixel Classification
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, AthensAthens, Greece, 7 Jul 2024 - 12 Jul 2024
IEEE 1017-1020 (2024) [10.1109/IGARSS53475.2024.10641976]
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Regional climate change: consensus, discrepancies, and ways forward
Frontiers in climate 6, 1391634 (2024) [10.3389/fclim.2024.1391634]
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A particle-in-Fourier method with semi-discrete energy conservation for non-periodic boundary conditions
Journal of computational physics 519, 113390 (2024) [10.1016/j.jcp.2024.113390]
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MISATO: machine learning dataset of protein–ligand complexes for structure-based drug discovery
Nature computational science 4(5), 367 - 378 (2024) [10.1038/s43588-024-00627-2]
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Could an extremely cold central European winter such as 1963 happen again despite climate change?
Weather and climate dynamics 5(3), 943 - 957 (2024) [10.5194/wcd-5-943-2024]
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Lagrangian transport based on the winds of the icosahedral nonhydrostatic model (ICON)
Meteorologische Zeitschrift 33(3), 229-242 (2024) [10.1127/metz/2024/1207]
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NICER and Swift /XRT monitoring of the 2023 outburst of Swift J1727.7–1613
Astronomy and astrophysics 691, A268 - (2024) [10.1051/0004-6361/202450657]
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$$\mathrm{Q(AI)}^2$$: Quantum Artificial Intelligence for the Automotive Industry
Künstliche Intelligenz Online, 9p. (2024) [10.1007/s13218-024-00862-9]
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The data acquisition system of phenoPET
Journal of Instrumentation 19(11), C11015 - (2024) [10.1088/1748-0221/19/11/C11015]
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The DEEP-SEA project: a software stack for heterogeneous and modular supercomputers
PARS-Mitteilungen 36, 7-25 (2024)
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Diagnosing ozone–NO x –VOC–aerosol sensitivity and uncovering causes of urban–nonurban discrepancies in Shandong, China, using transformer-based estimations
Atmospheric chemistry and physics 24(7), 4177 - 4192 (2024) [10.5194/acp-24-4177-2024]
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Malleability in Modern HPC Systems: Current Experiences, Challenges, and Future Opportunities
IEEE transactions on parallel and distributed systems 35(9), 1551 - 1564 (2024) [10.1109/TPDS.2024.3406764]
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Supporting Seismic Data Survey Design Through the Integration of Satellite-Based Land Cover Maps
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, AthensAthens, Greece, 7 Jul 2024 - 12 Jul 2024
IEEE 4624-4627 (2024) [10.1109/IGARSS53475.2024.10642319]
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Quantifying CH4 emissions from coal mine aggregation areas in Shanxi, China, using TROPOMI observations and the wind-assigned anomaly method
Atmospheric chemistry and physics 24(8), 4875 - 4894 (2024) [10.5194/acp-24-4875-2024]
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The Role of the Polar Vortex Jet for Secondary and Higher‐Order Gravity Waves in the Northern Mesosphere and Thermosphere During 11–14 January 2016
JGR / Space physics 129(9), e2024JA032521 (2024) [10.1029/2024JA032521]
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Vast Parameter Space Exploration of the Virtual Brain: A Modular Framework for Accelerating the Multi-Scale Simulation of Human Brain Dynamics
Applied Sciences 14(5), 2211 (2024) [10.3390/app14052211]
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Benchmarking quantum annealing with maximum cardinality matching problems
Frontiers in computer science 6, 1286057 (2024) [10.3389/fcomp.2024.1286057]
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Evaluation of vertical transport in ERA5 and ERA-Interim reanalysis using high-altitude aircraft measurements in the Asian summer monsoon 2017
Atmospheric chemistry and physics 24(1), 317 - 343 (2024) [10.5194/acp-24-317-2024]
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Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction
The Thirty-Eighth Annual Conference on Neural Information Processing Systems Workshop: Self-Supervised Learning - Theory and Practice, VancouverVancouver, Canada, 10 Dec 2024 - 15 Dec 2024
12 pp. (2024) [10.34734/FZJ-2025-00547]
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Publisher Correction: Observation of Josephson harmonics in tunnel junctions
Nature physics 20, 878 (2024) [10.1038/s41567-024-02491-3]
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Observation of Josephson harmonics in tunnel junctions
Nature physics 20, 815-821 (2024) [10.1038/s41567-024-02400-8]
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Distributed hybrid quantum-classical performance prediction for hyperparameter optimization
Quantum machine intelligence 6(2), 59 (2024) [10.1007/s42484-024-00198-5]
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Vectorized Highly Parallel Density-Based Clustering for Applications With Noise
IEEE access 12, 181679 - 181692 (2024) [10.1109/ACCESS.2024.3507193]
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Seasonal Distribution of Gravity Waves Near the Stratopause in 2019–2022
Earth and Space Science 11(1), e2023EA003076 (2024) [10.1029/2023EA003076]
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Local Binary and Multiclass SVMs Trained on a Quantum Annealer
IEEE transactions on quantum engineering 5, 3103512 (2024) [10.1109/TQE.2024.3475875]
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The metagenome‐derived esterase PET40 is highly promiscuous and hydrolyses polyethylene terephthalate ( PET )
The FEBS journal 291(1), 70-91 (2024) [10.1111/febs.16924]
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Impact of mountain-wave-induced temperature fluctuations on the occurrence of polar stratospheric ice clouds: a statistical analysis based on MIPAS observations and ERA5 data
Atmospheric chemistry and physics 24(20), 11759 - 11774 (2024) [10.5194/acp-24-11759-2024]
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