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

1

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

2

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

3

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...”
Get full text OpenAccess

4

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

5

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

6

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

7

Contribution to a conference proceedings

Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part II: Autoencoder Training on HPC Systems

Inanc, Eray
2022

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

8

Contribution to a conference proceedings

Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part I: Investigation of Autoencoder-Based Trainings

Sarma, Rakesh
2022

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

9

Contribution to a conference proceedings

Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications

Riedel, M.
2022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess

10

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

11

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...”
Get full text OpenAccess

12

Contribution to a conference proceedings

Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures

Riedel, Morris
2021

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

13

Contribution to a book
Contribution to a conference proceedings

Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing

Riedel, Morris
2021

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

14

Contribution to a book
Contribution to a conference proceedings

Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification

Delilbasic, Amer
2021

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

15

Contribution to a book
Contribution to a conference proceedings

Machine-Learning-Based Control of Perturbed and Heated Channel Flows

Rüttgers, Mario
2021

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”
Get full text OpenAccess

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