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

1

Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations

Liu, Xin
2024

Future generation computer systems, 159 (2024) S. 474 - 488

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

2

Journal Article

Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields

Higashida, Aito
2024

Future generation computer systems, 159 (2024) S. 243 - 254

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

3

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...”
Get full text OpenAccess

4

Journal Article

Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning

Rüttgers, Mario
2024

Computers in biology and medicine, 173 (2024) S. 108383

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

5

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

6

Poster

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

Aach, Marcel
2023

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

7

Poster

Transfer at the Jülich Supercomputing Centre - Bringing Artificial Intelligence and High-Performance Computing to Industry

Lintermann, Andreas
2023

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

8

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

9

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

10

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

11

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

12

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

13

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

14

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

15

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

16

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

17

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

18

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

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