Journal articles 2023
Journal Article
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks
Journal of Big Data 10(1), 96 (2023) [10.1186/s40537-023-00765-w]
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Journal Article
Temporal Structures in Electron Spectra and Charge Sign Effects in Galactic Cosmic Rays
Physical review letters 130(16), 161001 (2023) [10.1103/PhysRevLett.130.161001]
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Journal Article
Temporal Structures in Positron Spectra and Charge-Sign Effects in Galactic Cosmic Rays
Physical review letters 131(15), 151002 (2023) [10.1103/PhysRevLett.131.151002]
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Journal Article
Properties of Cosmic-Ray Sulfur and Determination of the Composition of Primary Cosmic-Ray Carbon, Neon, Magnesium, and Sulfur: Ten-Year Results from the Alpha Magnetic Spectrometer
Physical review letters 130(21), 211002 (2023) [10.1103/PhysRevLett.130.211002]
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Journal Article
Unbound stars hold the key to young star cluster history
Astronomy and astrophysics 670, A128 (2023) [10.1051/0004-6361/202245242]
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Journal Article
Remote infrared view of JET divertor compatible with D-T operations
Plasma physics and controlled fusion 65(9), 094002 (2023) [10.1088/1361-6587/ace6d3]
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Journal Article
Remote wide angle view broad wavelength viewing system compatible with D-T operations in JET
Plasma physics and controlled fusion 65(6), 064005 - (2023) [10.1088/1361-6587/accecc]
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Journal Article
Wigner Distribution Deconvolution Adaptation for Live Ptychography Reconstruction
Microscopy and microanalysis 29(3), 994–1008 (2023) [10.1093/micmic/ozad021]
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Journal Article
Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support
Diagnostics 13(3), 391 (2023) [10.3390/diagnostics13030391] special issue: "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases-Volume 2"
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Journal Article
Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome
Diagnostics 13(12), 2098 (2023) [10.3390/diagnostics13122098] special issue: "AI-Driven Intelligent Health Care Diagnostic Solutions: A Machine Learning Approach"
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Journal Article
CARRoT: R-package for predictive modelling by means of regression, adjusted for multiple regularisation methods
PLOS ONE 18(10), e0292597 (2023) [10.1371/journal.pone.0292597]
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Journal Article
Using Regionalized Air Quality Model Performance and Bayesian Maximum Entropy data fusion to map global surface ozone concentration
Elementa 11(1), 00025 (2023) [10.1525/elementa.2022.00025]
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Journal Article
Atomic Resolution Insights into pH Shift Induced Deprotonation Events in LS-Shaped Aβ(1–42) Amyloid Fibrils
Journal of the American Chemical Society 145(4), 2161–2169 (2023) [10.1021/jacs.2c09231]
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Journal Article
Graph Machine Learning for Improved Imputation of Missing Tropospheric Ozone Data
Environmental science & technology 57, 18246-18258 (2023) [10.1021/acs.est.3c05104] special issue: "Data Science for Advancing Environmental Science, Engineering and Technology"
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Journal Article
Applying physics-informed enhanced super-resolution generative adversarial networks to turbulent premixed combustion and engine-like flame kernel direct numerical simulation data
Proceedings of the Combustion Institute 39(4), 5289-5298 (2023) [10.1016/j.proci.2022.07.254]
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Journal Article
Topological features of the deconfinement transition
Physical review / D 107(5), 054514 (2023) [10.1103/PhysRevD.107.054514]
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Journal Article
Observations of 4.26 μm CO2 Auroral Emissions From AIRS Nadir Sounder Measurements
Geophysical research letters 50(11), e2023GL103856 (2023) [10.1029/2023GL103856]
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Journal Article
Climate storylines as a way of bridging the gap between information and decision-making in hydrological risk
PLOS climate 2(8), e0000270 - (2023) [10.1371/journal.pclm.0000270]
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Journal Article
Orbital magnetoelectric effect in nanoribbons of transition metal dichalcogenides
Physical review / B 107(11), 115402 (2023) [10.1103/PhysRevB.107.115402]
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Journal Article
SPEADI: Accelerated Analysis of IDP-Ion Interactions from MD-Trajectories
Biology 12(4), 581 - (2023) [10.3390/biology12040581] special issue: "Intrinsically Disordered Proteins Interactions with Their Molecular Environment at the Crossroad between Theory and Experiments"
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Journal Article
Einstein–Podolsky–Rosen–Bohm experiments: A discrete data driven approach
Annals of physics 453, 169314 (2023) [10.1016/j.aop.2023.169314]
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Journal Article
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations
Geoscientific model development 16(24), 7375 - 7409 (2023) [10.5194/gmd-16-7375-2023]
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Journal Article
Loading and Co-Solvent-Triggered Release of Okanin, a C4 Plant Key Enzyme Inhibitor, into/from Functional Microgels
The chemical engineering journal 460, 141631 (2023) [10.1016/j.cej.2023.141631]
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Journal Article
Resolution of Maximum Entropy Method-Derived Posterior Conformational Ensembles of a Flexible System Probed by FRET and Molecular Dynamics Simulations
Journal of chemical theory and computation 19(8), 2389 - 2409 (2023) [10.1021/acs.jctc.2c01090]
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Journal Article
EESSI: A cross‐platform ready‐to‐use optimised scientific software stack
Software <Chichester> 53(1), 176-210 (2023) [10.1002/spe.3075] special issue: "New Trends in High-Performance Computing: Software Systems and Applications"
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Journal Article
Portable CPU implementation of Wilson, Brillouin and Susskind fermions in lattice QCD
Computer physics communications 282, 108555 - (2023) [10.1016/j.cpc.2022.108555]
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Journal Article
Cumulative Millisecond-Long Sampling for a Comprehensive Energetic Evaluation of Aqueous Ionic Liquid Effects on Amino Acid Interactions
Journal of chemical information and modeling 63(1), 281–298 (NA) [10.1021/acs.jcim.2c01123]
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Journal Article
Deep-Learning-Based 3-D Surface Reconstruction—A Survey
Proceedings of the IEEE 111(11), 1464 - 1501 (2023) [10.1109/JPROC.2023.3321433]
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Journal Article
European Human Brain Project Celebrates Successful Conclusion
Innovatives Supercomputing in Deutschland 32-2, 28-29 (2023)
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Review/Book/Journal Article
Automatisiertes Frühwarnsystem senkt Sterblichkeit bei Klinikpatienten
Winslow C et al. The Impact of a Machine Learning Early Warning Score on Hospital Mortality: A Multicenter Clinical Intervention Trial. Crit Care Med 2022; 50: 1339–1347
Journal Club AINS 12(01), 11 - 12 (2023) [10.1055/a-1967-7840]
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Review/Book/Journal Article
Sepsis: Praktikabler Maßnahmenkatalog mithilfe künstlicher Intelligenz
Kalimouttou A et al. Machine-learning-derived sepsis bundle of care. Intensive Care Med 2023; 49: 26–36
Journal Club AINS 12(02), 86 - 88 (2023) [10.1055/a-2025-8506]
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Journal Article
A Unified Analysis Framework for Iterative Parallel-in-Time Algorithms
SIAM journal on scientific computing 45(5), A2275 - A2303 (2023) [10.1137/22M1487163]
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Journal Article
Connecting Tikhonov regularization to the maximum entropy method for the analytic continuation of quantum Monte Carlo data
Physical review / B 107(8), 085129 (2023) [10.1103/PhysRevB.107.085129]
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Journal Article
Generalized maximum entropy methods as limits of the average spectrum method
Physical review / B 108(20), L201107 (2023) [10.1103/PhysRevB.108.L201107]
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Journal Article
AI-based identification of therapeutic agents targeting GPCRs: introducing ligand type classifiers and systems biology
Chemical science 14(32), 8651-8661 (2023) [10.1039/D3SC02352D]
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Journal Article
Veränderungen der Wasserspeicherung in Deutschland seit 2002 aus Beobachtungen der Satellitengravimetrie
Hydrologie und Wasserbewirtschaftung 67(2), 74-89 (2023) [10.5675/HYWA_2023.2_1]
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Journal Article
Using heterogeneous GPU nodes with a Cabana-based implementation of MPCD
Parallel computing 117, 103033 (2023) [10.1016/j.parco.2023.103033]
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Journal Article
Deciphering the dynamics of distorted turbulent flows: Lagrangian particle tracking and chaos prediction through transformer-based deep learning models
Physics of fluids 35(7), 075118 (2023) [10.1063/5.0157897]
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Journal Article
An experiment generates a specified mean strained rate turbulent flow: Dynamics of particles
Physics of fluids 35(1), 015124 (2023) [10.1063/5.0134306]
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Journal Article
Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient
Computation 11(11), 227 (2023) [10.3390/computation11110227]
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Journal Article
Leading-Edge Erosion and Floating Particles: Stagnation Point Simulation in Particle-Laden Turbulent Flow via Lagrangian Particle Tracking
Machines 11(5), 566 (2023) [10.3390/machines11050566]
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Journal Article
Iceland wind farm assessment case study and development: An empirical data from wind and wind turbine
Cleaner energy systems 4, 100058 (2023) [10.1016/j.cles.2023.100058]
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Journal Article
CAG-Repeat RNA Hairpin Folding and Recruitment to Nuclear Speckles with a Pivotal Role of ATP as a Cosolute
Journal of the American Chemical Society 145(17), 9571 - 9583 (2023) [10.1021/jacs.2c13653]
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Journal Article
Spin- 1/2 XXZ chain coupled to two Lindblad baths: Constructing nonequilibrium steady states from equilibrium correlation functions
Physical review / B 108(20), L201119 (2023) [10.1103/PhysRevB.108.L201119]
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Journal Article
Impact of the injector lateral offset on the dynamics of a lean premixed flame and the thermoacoustic stability of a burner
Combustion and flame 256, 112995 (2023) [10.1016/j.combustflame.2023.112995]
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Journal Article
Development of a scoring function for comparing simulated and experimental tumor spheroids
PLoS Computational Biology 19(3), e1010471 - (2023) [10.1371/journal.pcbi.1010471]
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Journal Article
Using machine learning to parametrize large scale tumor simulations
Biophysical journal 122(3), 413a (2023) [10.1016/j.bpj.2022.11.2243]
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Journal Article
Lagrangian transport simulations using the extreme convection parameterization: an assessment for the ECMWF reanalyses
Atmospheric chemistry and physics 23(13), 7589–7609 (2023) [10.5194/acp-23-7589-2023]
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Journal Article
Response to: Correspondence on 'PICaSSO Histologic Remission Index (PHRI) in ulcerative colitis: development of a novel simplified histological score for monitoring mucosal healing and predicting clinical outcomes and its applicability in an artificial intelligence system' by Wong et al
Gut 72(4), 807-808 (2023) [10.1136/gutjnl-2022-327980]
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Journal Article
Importance of internal variability for climate model assessment
npj climate and atmospheric science 6(1), 68 (2023) [10.1038/s41612-023-00389-0]
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Journal Article
Improved Variational Quantum Eigensolver Via Quasidynamical Evolution
Physical review applied 19(2), 024047 (2023) [10.1103/PhysRevApplied.19.024047]
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Journal Article
A novel binding site in the nicotinic acetylcholine receptor for MB327 can explain its allosteric modulation relevant for organophosphorus-poisoning treatment
Toxicology letters 373, 160-171 (2023) [10.1016/j.toxlet.2022.11.018]
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Journal Article
Effects of Within-Storm Variability on Allochthonous Flash Flooding: A Synthetic Study
Water 15(4), 645 - (2023) [10.3390/w15040645]
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Journal Article
The SPARC water vapour assessment II: biases and drifts of water vapour satellite data records with respect to frost point hygrometer records
Atmospheric measurement techniques 16(19), 4589 - 4642 (2023) [10.5194/amt-16-4589-2023] special issue: "Water vapour in the upper troposphere and middle atmosphere: a WCRP/SPARC satellite data quality assessment including biases, variability, and drifts"
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Journal Article
PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS
Frontiers in neuroinformatics 17, 1250260 (2023) [10.3389/fninf.2023.1250260]
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Journal Article
Combining structural and coevolution information to unveil allosteric sites
Chemical science 14(25), 7057-7067 (2023) [10.1039/D2SC06272K]
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Journal Article
Fragility of gate-error metrics in simulation models of flux-tunable transmon quantum computers
Physical review / A 108(2), 022604 (2023) [10.1103/PhysRevA.108.022604]
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Journal Article
O3ResNet: A Deep Learning–Based Forecast System to Predict Local Ground-Level Daily Maximum 8-Hour Average Ozone in Rural and Suburban Environments
Artificial Intelligence for the Earth Systems 2(3), 1 - 16 (2023) [10.1175/AIES-D-22-0085.1]
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Journal Article
Transition from backward to sideward stimulated Raman scattering with broadband lasers in plasmas
Matter and radiation at extremes 8(6), 065601 (2023) [10.1063/5.0152668]
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Journal Article
Concentric Traveling Ionospheric Disturbances (CTIDs) Triggered by the 2022 Tonga Volcanic Eruption
JGR / Space physics 128(2), e2022JA030656 (2023) [10.1029/2022JA030656]
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Journal Article
Improved representation of volcanic sulfur dioxide depletion in Lagrangian transport simulations: a case study with MPTRAC v2.4
Geoscientific model development 16(17), 5197 - 5217 (2023) [10.5194/gmd-16-5197-2023]
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Journal Article
Foundations of attribution in climate-change science
Environmental research: climate 2(3), 035014 - (2023) [10.1088/2752-5295/aceea1]
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Journal Article
Optimization of weather forecasting for cloud cover over the European domain using the meteorological component of the Ensemble for Stochastic Integration of Atmospheric Simulations version 1.0
Geoscientific model development 16(3), 1083 - 1104 (2023) [10.5194/gmd-16-1083-2023]
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Journal Article
Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes
Frontiers in computational neuroscience 17, 1295395 (2023) [10.3389/fncom.2023.1295395]
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Journal Article
Enzyme adaptation to habitat thermal legacy shapes the thermal plasticity of marine microbiomes
Nature Communications 14(1), 1045 (2023) [10.1038/s41467-023-36610-0]
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Journal Article
A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [Technical Committees]
IEEE geoscience and remote sensing magazine 11(3), 129 - 132 (2023) [10.1109/MGRS.2023.3302813]
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Journal Article
NoC-based hardware software co-design framework for dataflow thread management
The journal of supercomputing 79, 17983-18020 (2023) [10.1007/S11227-023-05335-8]
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Journal Article
Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups
Scientific reports 13(1), 4053 (2023) [10.1038/s41598-023-30986-1]
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Journal Article
Enhancing Distributed Neural Network Training Through Node-Based Communications
IEEE transactions on neural networks and learning systems 35, 1 - 15 (2023) [10.1109/TNNLS.2023.3309735]
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Journal Article
Manipulating the Spin Orientation of Co Atoms Using Monatomic Cu Chains
Nano letters 23(19), 8988 - 8994 (2023) [10.1021/acs.nanolett.3c02532]
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Journal Article
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images
IEEE geoscience and remote sensing letters 20(2502305), 1 - 5 (2023) [10.1109/LGRS.2023.3274493]
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Journal Article
Providing AI expertise as an infrastructure in academia
Patterns 4(8), 100819 (2023) [10.1016/j.patter.2023.100819]
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Journal Article
Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data
SoftwareX 23, 101517 (2023) [10.1016/j.softx.2023.101517]
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Journal Article
Sensitivity of mountain wave drag estimates on separation methods and proposed improvements
Journal of the atmospheric sciences 80(7), 1661–1680 (2023) [10.1175/JAS-D-22-0151.1]
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Journal Article
Quasi-particle functional renormalisation group calculations in the two-dimensional t-t'-Hubbard model
SciPost physics 15(5), 192 (2023) [10.21468/SciPostPhys.15.5.192]
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Journal Article
Deep learning models for generation of precipitation maps based on numerical weather prediction
Geoscientific model development 16(5), 1467 - 1480 (2023) [10.5194/gmd-16-1467-2023]
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Journal Article
Multiscale Modeling of Spheroid Tumors: Effect of Nutrient Availability on Tumor Evolution
The journal of physical chemistry <Washington, DC> / B 127(16), 3607–3615 (2023) [10.1021/acs.jpcb.2c08114]
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Journal Article
DISCONA: Distributed Sample Compression for Nearest Neighbor Algorithm
Applied intelligence 53(7), 14 (2023) [10.1007/s10489-023-04482-y]
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Journal Article
Renormalized charge and dielectric effects in colloidal interactions: a numerical solution of the nonlinear Poisson–Boltzmann equation for unknown boundary conditions
The European physical journal / E 46(9), 80 (2023) [10.1140/epje/s10189-023-00334-2]
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Journal Article
Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series
IEEE geoscience and remote sensing letters 20, 1 - 5 (2023) [10.1109/LGRS.2023.3329428]
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Journal Article
Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
IEEE open journal of engineering in medicine and biology 5, 611 - 620 (2023) [10.1109/OJEMB.2023.3243190]
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Journal Article
Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations
eLife 12, e81916 (2023) [10.7554/eLife.81916]
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Journal Article
Effects of spatiotemporal correlations in wind data on neural network-based wind predictions
Energy 279, 128068 (2023) [10.1016/j.energy.2023.128068]
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Journal Article
Stochastic resonance in the recovery of signal from agent price expectations
Chaos, solitons & fractals 174, 113718 (2023) [10.1016/j.chaos.2023.113718]
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Review/Book/Journal Article
Pharmakokinetik: Vilobelimab hemmt C5a bei Intensivpatient*innen mit COVID-19
Lim EHT et al. Pharmacokinetic analysis of vilobelimab, anaphylatoxin C5a and antidrug antibodies in PANAMO: a phase 3 study in critically ill, invasively mechanically ventilated COVID-19 patients. Intensive Care Med Exp 2023; 11: DOI: 10.1186/s40635-023-00520-8
Journal Club AINS 12(04), 189 - 191 (2023) [10.1055/a-2183-8269]
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Journal Article
A journey from the hard to the soft state: How do QPOs evolve in the 2021 outburst of GX 339–4?
Monthly notices of the Royal Astronomical Society 522(1), 268 - 274 (2023) [10.1093/mnras/stad969]
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Journal Article
RNA contact prediction by data efficient deep learning
Communications biology 6(1), 913 (2023) [10.1038/s42003-023-05244-9]
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Journal Article
Secondary Gravity Waves From the Stratospheric Polar Vortex Over ALOMAR Observatory on 12–14 January 2016: Observations and Modeling
JGR / Atmospheres 128(2), e2022JD036985 (2023) [10.1029/2022JD036985]
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Journal Article
TopEnzyme: a framework and database for structural coverage of the functional enzyme space
Bioinformatics 39(3), btad116 (2023) [10.1093/bioinformatics/btad116]
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Journal Article
Large-Scale Simulation of Shor’s Quantum Factoring Algorithm
Mathematics 11(19), 4222 - (2023) [10.3390/math11194222]
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Journal Article
The influence of the Asian summer monsoon on volcanic aerosol transport in the UTLS region
npj climate and atmospheric science 6(1), 11 (2023) [10.1038/s41612-023-00339-w]
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Journal Article
EphrinA5 regulates cell motility by modulating Snhg15/DNA triplex-dependent targeting of DNMT1 to the Ncam1 promoter
Epigenetics & chromatin 16(1), 42 (2023) [10.1186/s13072-023-00516-4]
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Journal Article
Giant low surface brightness galaxies in TNG100
Monthly notices of the Royal Astronomical Society 523(3), 3991 - 4014 (2023) [10.1093/mnras/stad1655]
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Journal Article
Variability and trends of the tropical tropopause derived from a 1980–2021 multi-reanalysis assessment
Frontiers in Earth Science 11, 1177502 (2023) [10.3389/feart.2023.1177502]
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Journal Article
Predictions of the Poses and Affinity of a Ligand over the Entire Surface of a NEET Protein: The Case of Human MitoNEET
Journal of chemical information and modeling 63(2), 643 - 654 (2023) [10.1021/acs.jcim.2c01280]
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Journal Article
Metadynamics simulations of ligands binding to protein surfaces: a novel tool for rational drug design
Physical chemistry, chemical physics 25(20), 13819 - 13824 (2023) [10.1039/D3CP01388J]
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