JuLib | Articles & more - {"Jülich Supercomputing Center; JSC"}

1

Journal Article

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

Delilbasic, Amer
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 1434 - 1445

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

2

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 Hyperparame...

Hassanian, Reza
2024

Fluids, 9 (2024) 4, S. 84

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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3

Journal Article

Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

Pasetto, Edoardo
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 3262 - 3269

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

4

Journal Article

A scalable pipeline to create synthetic datasets from functional–structural plant models for deep learning

Helmrich, Dirk Norbert
2024

In silico plants, 6 (2024) 1, S. diad022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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5

Journal Article

Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

Barakat, Chadi
2023

Diagnostics, 13 (2023) 12, S. 2098

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

6

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

Barakat, Chadi
2023

Diagnostics, 13 (2023) 3, S. 391

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

7

Journal Article

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

Sedona, Rocco
2023

IEEE geoscience and remote sensing letters, 20 (2023) S. 1 - 5

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

8

Journal Article

Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks

Aach, Marcel
2023

Journal of Big Data, 10 (2023) 1, S. 96

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

9

Journal Article

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

Pasetto, Edoardo
2022

IEEE geoscience and remote sensing letters, 19 (2022) S. 1 - 5

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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10

Journal Article

Künstliche Intelligenz: Infrastrukturen und Voraussetzungen auf europäischer Ebene

Fritsch, Sebastian
2022

Anästhesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie, 57 (2022) 03, S. 172 - 184

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Published on 2022-03-23. Available in OpenAccess from 2023-03-23.

11

Journal Article

Attitudes and perception of artificial intelligence in healthcare: A cross-sectional survey among patients

Fritsch, Sebastian J
2022

Digital health, 8 (2022) S. 205520762211167 -

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

12

Journal Article

A Practical Approach for Estimating the Optimum Tilt Angle of a Photovoltaic Panel for a Long Period—Experimental Recorded Data

Hassanian, Reza
2021

Solar, 1 (2021) 1, S. 41 - 51

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

13

Journal Article

Algorithmic surveillance of I CU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy

Marx, Gernot
2021

BMJ open, 11 (2021) 4, S. e045589 -

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

14

Journal Article

Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

Maassen, Oliver
2021

Journal of medical internet research, 23 (2021) 3, S. e26646 -

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess

15

Journal Article

A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

Sedona, Rocco
2021

IEEE journal of selected topics in applied earth observations and remote sensing, 14 (2021) S. 10134 - 10146

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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16

Journal Article

Exploration of machine learning methods for the classification of infrared limb spectra of polar stratospheric clouds

Sedona, Rocco
2020

Atmospheric measurement techniques, 13 (2020) 7, S. 3661 - 3682

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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17

Journal Article

Cloud Deep Networks for Hyperspectral Image Analysis

Haut, Juan Mario
2019

IEEE transactions on geoscience and remote sensing, 57 (2019) 12, S. 9832 - 9848

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

18

Journal Article

Remote Sensing Big Data Classification with High Performance Distributed Deep Learning

Sedona, Rocco
2019

Remote sensing, 11 (2019) 24, S. 3056 -

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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19

Journal Article

Scientific workflows applied to the coupling of a continuum (Elmer v8.3) and a discrete element (HiDEM v1.0) ice dynamic model

Memon, Shahbaz
2019

Geoscientific model development, 12 (2019) 7, S. 3001 - 3015

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
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20

Journal Article

Smart Medical Information Technology for Healthcare (SMITH)

Winter, Alfred
2018

Methods of information in medicine, 57 (2018) S 01, S. e92 - e105

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
OpenAccess OpenAccess

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