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

1

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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2

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

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

Contribution to a book
Contribution to a conference proceedings

End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing

Tian, Liang
2023

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

6

Contribution to a conference proceedings

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

Sedona, Rocco
2023

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

7

Contribution to a book
Contribution to a conference proceedings

Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC

Riedel, Morris
2023

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

8

Contribution to a conference proceedings

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision

Aach, Marcel
2023

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

9

Poster

A Hybrid Quantum-Classical Workflow for Hyperparameter Optimization of Neural Networks

Aach, Marcel
2023

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

10

Abstract

A Deep Learning-based Surrogate of a Physiology Simulator for Diagnosis Support in the ICU

Barakat, Chadi
2023

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

11

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

12

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

13

Contribution to a conference proceedings

Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems

Pasetto, Edoardo
2023

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

14

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...”

15

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

16

Contribution to a conference proceedings

A proposed hybrid two-stage DL-HPC method for wind speed forecasting: using the first average forecast output for long-term forecasting

Hassanian, Reza
2023

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

Contribution to a book
Contribution to a conference proceedings

Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era

Cavallaro, Gabriele
2023

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

18

Contribution to a book
Contribution to a conference proceedings

Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods

Aach, Marcel
2023

228

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

19

Contribution to a conference proceedings

Speed-Up of Machine Learning for Sound Localization via High-Performance Computing

Sumner, Eric Michael
2022

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

Contribution to a conference proceedings

Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification

Aach, Marcel
2022

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

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